{
  "name": "Sperm Recovery After Testosterone Evidence Map",
  "version": "2.0",
  "verified_date": "2026-09-03",
  "scope_note": "Transparent anchor-study evidence map; not an exhaustive systematic review or meta-analysis.",
  "study_count": 11,
  "record_count": 73,
  "field_count": 28,
  "records": [
    {
      "record_id": "SRAT-001",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "study scope",
      "endpoint_or_finding": "Primary studies included",
      "threshold_or_definition": "Male hormonal-contraception studies",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "30 studies",
      "interpretation": "Defines the source set behind the recovery model.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-002",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "sample",
      "endpoint_or_finding": "Participants analyzed",
      "threshold_or_definition": "Healthy eugonadal men ages 18–51",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "1,549 men",
      "interpretation": "Largest quantitative recovery dataset in this evidence map.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-003",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "time-to-threshold",
      "endpoint_or_finding": "Median time to threshold",
      "threshold_or_definition": "≥3 million sperm/mL",
      "time_point": "After regimen stopped",
      "numerator": "",
      "denominator": "",
      "reported_value": "2.5 months (95% CI 2.4–2.7)",
      "interpretation": "Modeled median; not a pregnancy result.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-004",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "time-to-threshold",
      "endpoint_or_finding": "Median time to threshold",
      "threshold_or_definition": "≥10 million sperm/mL",
      "time_point": "After regimen stopped",
      "numerator": "",
      "denominator": "",
      "reported_value": "3.0 months (95% CI 2.9–3.1)",
      "interpretation": "Modeled median; not a pregnancy result.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-005",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "time-to-threshold",
      "endpoint_or_finding": "Median time to threshold",
      "threshold_or_definition": "≥20 million sperm/mL",
      "time_point": "After regimen stopped",
      "numerator": "",
      "denominator": "",
      "reported_value": "3.4 months (95% CI 3.2–3.5)",
      "interpretation": "Modeled median; not return to a personal baseline.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-006",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modeled probability",
      "endpoint_or_finding": "Share reaching threshold",
      "threshold_or_definition": "≥20 million sperm/mL",
      "time_point": "6 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "67% (95% CI 61%–72%)",
      "interpretation": "Applies to the controlled-study population, not every long-term TRT user.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-007",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modeled probability",
      "endpoint_or_finding": "Share reaching threshold",
      "threshold_or_definition": "≥20 million sperm/mL",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "90% (95% CI 85%–93%)",
      "interpretation": "Does not mean 90% returned to baseline or caused pregnancy.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-008",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modeled probability",
      "endpoint_or_finding": "Share reaching threshold",
      "threshold_or_definition": "≥20 million sperm/mL",
      "time_point": "16 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "96% (95% CI 92%–98%)",
      "interpretation": "Modeled controlled-study result.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-009",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modeled probability",
      "endpoint_or_finding": "Share reaching threshold",
      "threshold_or_definition": "≥20 million sperm/mL",
      "time_point": "24 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "100% modeled; confidence interval not stated in abstract",
      "interpretation": "Modeled group result, not a personal guarantee.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-010",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modifier",
      "endpoint_or_finding": "Age association",
      "threshold_or_definition": "Older age within study range",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "Associated with faster modeled recovery",
      "interpretation": "This direction differs from Kohn 2017, so age has no universal effect across settings.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-011",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "liu-2006",
      "citation_short": "Liu et al. 2006",
      "year": 2006,
      "title": "Rate, extent, and modifiers of spermatogenic recovery after hormonal male contraception: an integrated analysis",
      "journal": "The Lancet",
      "doi": "10.1016/S0140-6736(06)68614-5",
      "pmid": "16650651",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/16650651/",
      "evidence_group": "Controlled hormonal male-contraception benchmark",
      "study_design": "Integrated participant-level analysis of 30 prospective studies",
      "setting": "Controlled male hormonal-contraception research",
      "population": "1,549 healthy eugonadal men ages 18–51",
      "exposure": "Androgen-only or androgen-plus-progestin regimens designed to suppress spermatogenesis",
      "sample_size": "1549",
      "testosterone_during_recovery": "Study regimen stopped",
      "recovery_treatment": "Observation after planned regimen cessation",
      "record_type": "modifier",
      "endpoint_or_finding": "Other recovery modifiers",
      "threshold_or_definition": "Baseline and regimen features",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "Shorter treatment, shorter-acting testosterone, higher baseline sperm concentration, faster suppression, lower baseline LH, and Asian origin were associated with faster recovery",
      "interpretation": "Associations from controlled studies, not a personal calculator.",
      "main_limit": "Healthy volunteers in time-limited research regimens; not a typical long-term TRT cohort; modeled recovery curve; no pregnancy endpoint."
    },
    {
      "record_id": "SRAT-012",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kaminetsky-2013",
      "citation_short": "Kaminetsky et al. 2013",
      "year": 2013,
      "title": "Oral enclomiphene citrate stimulates the endogenous production of testosterone and sperm counts in men with low testosterone: comparison with testosterone gel",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12116",
      "pmid": "23530575",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23530575/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Randomized, open-label, fixed-dose, active-control, two-center phase IIB proof-of-principle study",
      "setting": "Two clinical study centers",
      "population": "12 men with secondary hypogonadism previously treated with topical testosterone",
      "exposure": "Prior topical testosterone; then enclomiphene or testosterone gel",
      "sample_size": "12",
      "testosterone_during_recovery": "Prior topical testosterone stopped; active-control group then received testosterone gel",
      "recovery_treatment": "Enclomiphene citrate or testosterone gel",
      "record_type": "sample",
      "endpoint_or_finding": "Participants randomized",
      "threshold_or_definition": "Previously treated with topical testosterone",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "12 men",
      "interpretation": "Small active-control trial.",
      "main_limit": "Only 12 men; open-label active-control study; no untreated arm; not an infertility-clinic cohort; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-013",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kaminetsky-2013",
      "citation_short": "Kaminetsky et al. 2013",
      "year": 2013,
      "title": "Oral enclomiphene citrate stimulates the endogenous production of testosterone and sperm counts in men with low testosterone: comparison with testosterone gel",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12116",
      "pmid": "23530575",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23530575/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Randomized, open-label, fixed-dose, active-control, two-center phase IIB proof-of-principle study",
      "setting": "Two clinical study centers",
      "population": "12 men with secondary hypogonadism previously treated with topical testosterone",
      "exposure": "Prior topical testosterone; then enclomiphene or testosterone gel",
      "sample_size": "12",
      "testosterone_during_recovery": "Prior topical testosterone stopped; active-control group then received testosterone gel",
      "recovery_treatment": "Enclomiphene citrate or testosterone gel",
      "record_type": "sperm result",
      "endpoint_or_finding": "Enclomiphene participants with elevated sperm counts",
      "threshold_or_definition": "Reported concentrations 75–334 million/mL",
      "time_point": "3 months",
      "numerator": "7",
      "denominator": "7",
      "reported_value": "7 of 7",
      "interpretation": "Every measured participant in this arm had elevated sperm counts.",
      "main_limit": "Only 12 men; open-label active-control study; no untreated arm; not an infertility-clinic cohort; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-014",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kaminetsky-2013",
      "citation_short": "Kaminetsky et al. 2013",
      "year": 2013,
      "title": "Oral enclomiphene citrate stimulates the endogenous production of testosterone and sperm counts in men with low testosterone: comparison with testosterone gel",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12116",
      "pmid": "23530575",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23530575/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Randomized, open-label, fixed-dose, active-control, two-center phase IIB proof-of-principle study",
      "setting": "Two clinical study centers",
      "population": "12 men with secondary hypogonadism previously treated with topical testosterone",
      "exposure": "Prior topical testosterone; then enclomiphene or testosterone gel",
      "sample_size": "12",
      "testosterone_during_recovery": "Prior topical testosterone stopped; active-control group then received testosterone gel",
      "recovery_treatment": "Enclomiphene citrate or testosterone gel",
      "record_type": "sperm result",
      "endpoint_or_finding": "Enclomiphene participants with elevated sperm counts",
      "threshold_or_definition": "Reported concentrations 75–334 million/mL",
      "time_point": "6 months",
      "numerator": "6",
      "denominator": "6",
      "reported_value": "6 of 6",
      "interpretation": "One fewer participant had a reported six-month measure.",
      "main_limit": "Only 12 men; open-label active-control study; no untreated arm; not an infertility-clinic cohort; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-015",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kaminetsky-2013",
      "citation_short": "Kaminetsky et al. 2013",
      "year": 2013,
      "title": "Oral enclomiphene citrate stimulates the endogenous production of testosterone and sperm counts in men with low testosterone: comparison with testosterone gel",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12116",
      "pmid": "23530575",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23530575/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Randomized, open-label, fixed-dose, active-control, two-center phase IIB proof-of-principle study",
      "setting": "Two clinical study centers",
      "population": "12 men with secondary hypogonadism previously treated with topical testosterone",
      "exposure": "Prior topical testosterone; then enclomiphene or testosterone gel",
      "sample_size": "12",
      "testosterone_during_recovery": "Prior topical testosterone stopped; active-control group then received testosterone gel",
      "recovery_treatment": "Enclomiphene citrate or testosterone gel",
      "record_type": "active-control result",
      "endpoint_or_finding": "Testosterone-gel participants above threshold",
      "threshold_or_definition": ">20 million/mL",
      "time_point": "3 months",
      "numerator": "0",
      "denominator": "5",
      "reported_value": "0 of 5",
      "interpretation": "Active-control result, not untreated natural recovery.",
      "main_limit": "Only 12 men; open-label active-control study; no untreated arm; not an infertility-clinic cohort; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-016",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kaminetsky-2013",
      "citation_short": "Kaminetsky et al. 2013",
      "year": 2013,
      "title": "Oral enclomiphene citrate stimulates the endogenous production of testosterone and sperm counts in men with low testosterone: comparison with testosterone gel",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12116",
      "pmid": "23530575",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/23530575/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Randomized, open-label, fixed-dose, active-control, two-center phase IIB proof-of-principle study",
      "setting": "Two clinical study centers",
      "population": "12 men with secondary hypogonadism previously treated with topical testosterone",
      "exposure": "Prior topical testosterone; then enclomiphene or testosterone gel",
      "sample_size": "12",
      "testosterone_during_recovery": "Prior topical testosterone stopped; active-control group then received testosterone gel",
      "recovery_treatment": "Enclomiphene citrate or testosterone gel",
      "record_type": "active-control result",
      "endpoint_or_finding": "Testosterone-gel participants above threshold",
      "threshold_or_definition": ">20 million/mL",
      "time_point": "6 months",
      "numerator": "2",
      "denominator": "5",
      "reported_value": "2 of 5",
      "interpretation": "Tiny active-control result, not a population estimate.",
      "main_limit": "Only 12 men; open-label active-control study; no untreated arm; not an infertility-clinic cohort; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-017",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "wenker-2015",
      "citation_short": "Wenker et al. 2015",
      "year": 2015,
      "title": "The use of HCG-based combination therapy for recovery of spermatogenesis after testosterone use",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12890",
      "pmid": "25904023",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/25904023/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective case series",
      "setting": "Male infertility clinic",
      "population": "49 men with azoospermia or severe oligospermia while using exogenous testosterone",
      "exposure": "Exogenous testosterone before specialist fertility care",
      "sample_size": "49",
      "testosterone_during_recovery": "Withdrawn in the reported recovery approach",
      "recovery_treatment": "hCG-based combination care with clinician-selected added medicines",
      "record_type": "sample",
      "endpoint_or_finding": "Men in treated case series",
      "threshold_or_definition": "Azoospermia or severe oligospermia during testosterone use",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "49 men",
      "interpretation": "Selected infertility-clinic patients.",
      "main_limit": "Small retrospective treated case series; broad combined endpoint; mixed medicines; no untreated control; no causal treatment estimate."
    },
    {
      "record_id": "SRAT-018",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "wenker-2015",
      "citation_short": "Wenker et al. 2015",
      "year": 2015,
      "title": "The use of HCG-based combination therapy for recovery of spermatogenesis after testosterone use",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12890",
      "pmid": "25904023",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/25904023/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective case series",
      "setting": "Male infertility clinic",
      "population": "49 men with azoospermia or severe oligospermia while using exogenous testosterone",
      "exposure": "Exogenous testosterone before specialist fertility care",
      "sample_size": "49",
      "testosterone_during_recovery": "Withdrawn in the reported recovery approach",
      "recovery_treatment": "hCG-based combination care with clinician-selected added medicines",
      "record_type": "combined recovery endpoint",
      "endpoint_or_finding": "Sperm returned or a very low count improved",
      "threshold_or_definition": "Combined endpoint",
      "time_point": "During follow-up",
      "numerator": "47",
      "denominator": "49",
      "reported_value": "47 of 49 (95.9%)",
      "interpretation": "Improvement during care, not a 95.9% cure rate or causal drug effect.",
      "main_limit": "Small retrospective treated case series; broad combined endpoint; mixed medicines; no untreated control; no causal treatment estimate."
    },
    {
      "record_id": "SRAT-019",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "wenker-2015",
      "citation_short": "Wenker et al. 2015",
      "year": 2015,
      "title": "The use of HCG-based combination therapy for recovery of spermatogenesis after testosterone use",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12890",
      "pmid": "25904023",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/25904023/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective case series",
      "setting": "Male infertility clinic",
      "population": "49 men with azoospermia or severe oligospermia while using exogenous testosterone",
      "exposure": "Exogenous testosterone before specialist fertility care",
      "sample_size": "49",
      "testosterone_during_recovery": "Withdrawn in the reported recovery approach",
      "recovery_treatment": "hCG-based combination care with clinician-selected added medicines",
      "record_type": "time",
      "endpoint_or_finding": "Mean time to recovery/improvement",
      "threshold_or_definition": "Combined endpoint",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "",
      "reported_value": "4.6 months",
      "interpretation": "A mean does not show the full range.",
      "main_limit": "Small retrospective treated case series; broad combined endpoint; mixed medicines; no untreated control; no causal treatment estimate."
    },
    {
      "record_id": "SRAT-020",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "wenker-2015",
      "citation_short": "Wenker et al. 2015",
      "year": 2015,
      "title": "The use of HCG-based combination therapy for recovery of spermatogenesis after testosterone use",
      "journal": "The Journal of Sexual Medicine",
      "doi": "10.1111/jsm.12890",
      "pmid": "25904023",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/25904023/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective case series",
      "setting": "Male infertility clinic",
      "population": "49 men with azoospermia or severe oligospermia while using exogenous testosterone",
      "exposure": "Exogenous testosterone before specialist fertility care",
      "sample_size": "49",
      "testosterone_during_recovery": "Withdrawn in the reported recovery approach",
      "recovery_treatment": "hCG-based combination care with clinician-selected added medicines",
      "record_type": "sperm concentration",
      "endpoint_or_finding": "Mean first sperm density after recovery approach",
      "threshold_or_definition": "First reported density after sperm return or improvement",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "",
      "reported_value": "22.6 million/mL",
      "interpretation": "Group mean; not a pregnancy threshold.",
      "main_limit": "Small retrospective treated case series; broad combined endpoint; mixed medicines; no untreated control; no causal treatment estimate."
    },
    {
      "record_id": "SRAT-021",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "sample",
      "endpoint_or_finding": "Men in treated cohort",
      "threshold_or_definition": "Azoospermia or cryptozoospermia after testosterone therapy",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "66 men",
      "interpretation": "Direct clinic cohort but selected and treated.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-022",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "threshold recovery",
      "endpoint_or_finding": "Reached total motile sperm count target",
      "threshold_or_definition": ">5 million total motile sperm",
      "time_point": "Within 12 months",
      "numerator": "46",
      "denominator": "66",
      "reported_value": "46 of 66 (69.7%; rounded to 70%)",
      "interpretation": "Whole-sample moving-sperm threshold, not pregnancy or live birth.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-023",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "subgroup recovery",
      "endpoint_or_finding": "Azoospermia subgroup reached TMC target",
      "threshold_or_definition": ">5 million total motile sperm",
      "time_point": "Within 12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "64.8%",
      "interpretation": "Lower 12-month target rate than the cryptozoospermia subgroup.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-024",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "subgroup recovery",
      "endpoint_or_finding": "Cryptozoospermia subgroup reached TMC target",
      "threshold_or_definition": ">5 million total motile sperm",
      "time_point": "Within 12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "91.7%",
      "interpretation": "Higher 12-month target rate than the azoospermia subgroup.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-025",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "predictor",
      "endpoint_or_finding": "Age association",
      "threshold_or_definition": "Older age",
      "time_point": "6- and 12-month models",
      "numerator": "",
      "denominator": "",
      "reported_value": "Older age predicted slower recovery to the study target",
      "interpretation": "Cohort association, not a fixed age cutoff.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-026",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "kohn-2017",
      "citation_short": "Kohn et al. 2017",
      "year": 2017,
      "title": "Age and duration of testosterone therapy predict time to return of sperm count after human chorionic gonadotropin therapy",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2016.10.004",
      "pmid": "27855957",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/27855957/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "66 men with azoospermia or cryptozoospermia after testosterone therapy",
      "exposure": "Testosterone therapy before specialist fertility care",
      "sample_size": "66",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "hCG plus a selective estrogen receptor modulator",
      "record_type": "predictor",
      "endpoint_or_finding": "Duration-of-use association",
      "threshold_or_definition": "Longer prior testosterone therapy",
      "time_point": "6- and 12-month models",
      "numerator": "",
      "denominator": "",
      "reported_value": "Longer use predicted slower recovery to the study target",
      "interpretation": "No exact personal number of extra months can be calculated.",
      "main_limit": "Retrospective selected treated cohort; no untreated control; TMC threshold is not pregnancy, live birth, or return to baseline."
    },
    {
      "record_id": "SRAT-027",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "stocks-2025",
      "citation_short": "Stocks et al. 2025",
      "year": 2025,
      "title": "Optimal restoration of spermatogenesis after testosterone therapy using human chorionic gonadotropin and follicle-stimulating hormone",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2024.10.019",
      "pmid": "39442683",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39442683/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Specialist fertility care, January 2020–March 2024",
      "population": "77 men with infertility and a history of testosterone use",
      "exposure": "Prior testosterone use; some continued testosterone during recovery care",
      "sample_size": "77",
      "testosterone_during_recovery": "Mixed: 50 without concurrent testosterone and 27 with concurrent testosterone",
      "recovery_treatment": "hCG plus FSH",
      "record_type": "sample",
      "endpoint_or_finding": "Men in treated cohort",
      "threshold_or_definition": "History of testosterone use and infertility",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "77 men",
      "interpretation": "Newest direct prescribed/prior-testosterone clinic cohort in this map.",
      "main_limit": "Retrospective selected treated cohort; no randomization or untreated control; category improvement was not pregnancy or live birth."
    },
    {
      "record_id": "SRAT-028",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "stocks-2025",
      "citation_short": "Stocks et al. 2025",
      "year": 2025,
      "title": "Optimal restoration of spermatogenesis after testosterone therapy using human chorionic gonadotropin and follicle-stimulating hormone",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2024.10.019",
      "pmid": "39442683",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39442683/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Specialist fertility care, January 2020–March 2024",
      "population": "77 men with infertility and a history of testosterone use",
      "exposure": "Prior testosterone use; some continued testosterone during recovery care",
      "sample_size": "77",
      "testosterone_during_recovery": "Mixed: 50 without concurrent testosterone and 27 with concurrent testosterone",
      "recovery_treatment": "hCG plus FSH",
      "record_type": "category improvement",
      "endpoint_or_finding": "Sperm concentration moved into a better category",
      "threshold_or_definition": "Study-defined concentration category",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "",
      "reported_value": "74% of 77",
      "interpretation": "Category improvement is not return to baseline, pregnancy, or live birth.",
      "main_limit": "Retrospective selected treated cohort; no randomization or untreated control; category improvement was not pregnancy or live birth."
    },
    {
      "record_id": "SRAT-029",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "stocks-2025",
      "citation_short": "Stocks et al. 2025",
      "year": 2025,
      "title": "Optimal restoration of spermatogenesis after testosterone therapy using human chorionic gonadotropin and follicle-stimulating hormone",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2024.10.019",
      "pmid": "39442683",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39442683/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Specialist fertility care, January 2020–March 2024",
      "population": "77 men with infertility and a history of testosterone use",
      "exposure": "Prior testosterone use; some continued testosterone during recovery care",
      "sample_size": "77",
      "testosterone_during_recovery": "Mixed: 50 without concurrent testosterone and 27 with concurrent testosterone",
      "recovery_treatment": "hCG plus FSH",
      "record_type": "time",
      "endpoint_or_finding": "Median time to highest recorded sperm concentration",
      "threshold_or_definition": "Highest value recorded during follow-up",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "",
      "reported_value": "4.7 months",
      "interpretation": "Not necessarily time to full recovery.",
      "main_limit": "Retrospective selected treated cohort; no randomization or untreated control; category improvement was not pregnancy or live birth."
    },
    {
      "record_id": "SRAT-030",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "stocks-2025",
      "citation_short": "Stocks et al. 2025",
      "year": 2025,
      "title": "Optimal restoration of spermatogenesis after testosterone therapy using human chorionic gonadotropin and follicle-stimulating hormone",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2024.10.019",
      "pmid": "39442683",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39442683/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Specialist fertility care, January 2020–March 2024",
      "population": "77 men with infertility and a history of testosterone use",
      "exposure": "Prior testosterone use; some continued testosterone during recovery care",
      "sample_size": "77",
      "testosterone_during_recovery": "Mixed: 50 without concurrent testosterone and 27 with concurrent testosterone",
      "recovery_treatment": "hCG plus FSH",
      "record_type": "subgroup result",
      "endpoint_or_finding": "Category improvement without concurrent testosterone",
      "threshold_or_definition": "No concurrent testosterone; hCG plus FSH",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "50",
      "reported_value": "74%",
      "interpretation": "Nonrandomized treated subgroup.",
      "main_limit": "Retrospective selected treated cohort; no randomization or untreated control; category improvement was not pregnancy or live birth."
    },
    {
      "record_id": "SRAT-031",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "stocks-2025",
      "citation_short": "Stocks et al. 2025",
      "year": 2025,
      "title": "Optimal restoration of spermatogenesis after testosterone therapy using human chorionic gonadotropin and follicle-stimulating hormone",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2024.10.019",
      "pmid": "39442683",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/39442683/",
      "evidence_group": "Prior/prescribed testosterone",
      "study_design": "Retrospective cohort",
      "setting": "Specialist fertility care, January 2020–March 2024",
      "population": "77 men with infertility and a history of testosterone use",
      "exposure": "Prior testosterone use; some continued testosterone during recovery care",
      "sample_size": "77",
      "testosterone_during_recovery": "Mixed: 50 without concurrent testosterone and 27 with concurrent testosterone",
      "recovery_treatment": "hCG plus FSH",
      "record_type": "subgroup result",
      "endpoint_or_finding": "Category improvement with concurrent testosterone",
      "threshold_or_definition": "Concurrent testosterone; hCG plus FSH",
      "time_point": "During follow-up",
      "numerator": "",
      "denominator": "27",
      "reported_value": "74%",
      "interpretation": "Nonrandomized selected subgroup; does not prove equivalence or safety for fertility goals.",
      "main_limit": "Retrospective selected treated cohort; no randomization or untreated control; category improvement was not pregnancy or live birth."
    },
    {
      "record_id": "SRAT-032",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "sample",
      "endpoint_or_finding": "Current androgen users",
      "threshold_or_definition": "Current-use group",
      "time_point": "Single assessment",
      "numerator": "",
      "denominator": "",
      "reported_value": "41 men",
      "interpretation": "Cross-sectional group.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-033",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "sample",
      "endpoint_or_finding": "Past androgen users",
      "threshold_or_definition": "At least 3 months since last use",
      "time_point": "Single assessment",
      "numerator": "",
      "denominator": "",
      "reported_value": "31 men; median 300 days since last use",
      "interpretation": "Cross-sectional past-user group.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-034",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "sample",
      "endpoint_or_finding": "Healthy non-users",
      "threshold_or_definition": "Comparison group",
      "time_point": "Single assessment",
      "numerator": "",
      "denominator": "",
      "reported_value": "21 men",
      "interpretation": "Cross-sectional comparison group.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-035",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "modeled recovery time",
      "endpoint_or_finding": "Anti-Müllerian hormone recovery",
      "threshold_or_definition": "Modeled from cross-sectional data",
      "time_point": "After stopping",
      "numerator": "",
      "denominator": "",
      "reported_value": "7.3 months",
      "interpretation": "Hormone recovery, not semen recovery in the same men over time.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-036",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "modeled recovery time",
      "endpoint_or_finding": "Luteinizing hormone recovery",
      "threshold_or_definition": "Modeled from cross-sectional data",
      "time_point": "After stopping",
      "numerator": "",
      "denominator": "",
      "reported_value": "10.7 months",
      "interpretation": "Hormone recovery, not semen recovery in the same men over time.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-037",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "modeled recovery time",
      "endpoint_or_finding": "Sperm-output recovery",
      "threshold_or_definition": "Modeled from cross-sectional data",
      "time_point": "After stopping",
      "numerator": "",
      "denominator": "",
      "reported_value": "14.1 months",
      "interpretation": "Modeled group estimate after androgen abuse, not a prescribed-TRT curve.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-038",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "shankara-2020",
      "citation_short": "Shankara-Narayana et al. 2020",
      "year": 2020,
      "title": "Rate and Extent of Recovery from Reproductive and Cardiac Dysfunction Due to Androgen Abuse in Men",
      "journal": "The Journal of Clinical Endocrinology & Metabolism",
      "doi": "10.1210/clinem/dgz324",
      "pmid": "32030409",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/32030409/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Cross-sectional observational comparison with modeled recovery times",
      "setting": "Research assessment after social-media recruitment",
      "population": "41 current users, 31 past users, and 21 healthy non-users",
      "exposure": "Androgen abuse",
      "sample_size": "93",
      "testosterone_during_recovery": "Past-user group had stopped for at least 3 months",
      "recovery_treatment": "No standardized recovery treatment reported for the comparison",
      "record_type": "predictor",
      "endpoint_or_finding": "Duration-of-use association",
      "threshold_or_definition": "Longer androgen-abuse duration",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "Associated with slower recovery of sperm output",
      "interpretation": "Association from non-prescribed androgen use.",
      "main_limit": "Cross-sectional groups, not repeated semen testing in the same men; recovery times were modeled; non-prescribed androgen exposure differs from TRT."
    },
    {
      "record_id": "SRAT-039",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "sample",
      "endpoint_or_finding": "Men enrolled",
      "threshold_or_definition": "Amateur athletes planning an AAS cycle",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "100 men",
      "interpretation": "Prospective naturalistic AAS cohort.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-040",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "suppression result",
      "endpoint_or_finding": "Total sperm count below study mark during AAS use",
      "threshold_or_definition": "<40 million total sperm",
      "time_point": "During use",
      "numerator": "",
      "denominator": "",
      "reported_value": "77%",
      "interpretation": "Suppression during exposure, not a post-TRT recovery rate.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-041",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "recovery summary",
      "endpoint_or_finding": "Blood testosterone recovery",
      "threshold_or_definition": "Return toward baseline",
      "time_point": "After cycle",
      "numerator": "",
      "denominator": "",
      "reported_value": "About 3 months for most participants",
      "interpretation": "Blood hormone recovery does not prove sperm recovery.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-042",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "recovery summary",
      "endpoint_or_finding": "Sperm-production recovery",
      "threshold_or_definition": "Authors’ broad summary",
      "time_point": "After cycle",
      "numerator": "",
      "denominator": "",
      "reported_value": "About 1 year",
      "interpretation": "AAS cohort; individual recovery varied.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-043",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "final semen result",
      "endpoint_or_finding": "Still below total sperm-count mark",
      "threshold_or_definition": "<40 million total sperm",
      "time_point": "Final follow-up",
      "numerator": "25",
      "denominator": "73",
      "reported_value": "25 of 73 (34.2%)",
      "interpretation": "Below 40 million is not the same as infertile; only 73 had a final result.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-044",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "change from baseline",
      "endpoint_or_finding": "Mean total sperm-count difference",
      "threshold_or_definition": "Compared with participant baseline",
      "time_point": "3 months after cycle",
      "numerator": "",
      "denominator": "",
      "reported_value": "61.7 million lower (95% CI 33.7–90.0 million lower)",
      "interpretation": "Group mean difference, not every participant’s path.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-045",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2021",
      "citation_short": "Smit et al. 2021 (HAARLEM)",
      "year": 2021,
      "title": "Disruption and recovery of testicular function during and after androgen abuse: the HAARLEM study",
      "journal": "Human Reproduction",
      "doi": "10.1093/humrep/deaa366",
      "pmid": "33550376",
      "source_url": "https://academic.oup.com/humrep/article/36/4/880/6129954",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Prospective observational cohort",
      "setting": "HAARLEM study of amateur athletes planning an AAS cycle",
      "population": "100 male amateur athletes",
      "exposure": "Self-selected anabolic-androgenic steroid cycles",
      "sample_size": "100",
      "testosterone_during_recovery": "Stopped after the planned cycle",
      "recovery_treatment": "Naturalistic follow-up; not a randomized treatment study",
      "record_type": "change from baseline",
      "endpoint_or_finding": "Mean total sperm-count difference",
      "threshold_or_definition": "Compared with participant baseline",
      "time_point": "Final follow-up",
      "numerator": "",
      "denominator": "",
      "reported_value": "29.7 million lower (95% CI 0.39–59.1 million lower; p=0.05)",
      "interpretation": "Borderline group result with incomplete semen follow-up.",
      "main_limit": "AAS products, combinations, and doses differ from prescribed TRT; incomplete semen follow-up; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-046",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "sample",
      "endpoint_or_finding": "Men analyzed",
      "threshold_or_definition": "Confirmed AAS use within prior year",
      "time_point": "",
      "numerator": "",
      "denominator": "",
      "reported_value": "520 men",
      "interpretation": "Large clinic cohort with broad outcomes.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-047",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "infertility subgroup",
      "endpoint_or_finding": "Men who presented with infertility",
      "threshold_or_definition": "Infertility subgroup",
      "time_point": "Baseline",
      "numerator": "94",
      "denominator": "520",
      "reported_value": "94 of 520 (18.1%; reported as 18%)",
      "interpretation": "Only this subgroup informs the pregnancy result.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-048",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "baseline semen status",
      "endpoint_or_finding": "Infertility patients with oligospermia",
      "threshold_or_definition": "Low sperm count",
      "time_point": "Baseline",
      "numerator": "61",
      "denominator": "94",
      "reported_value": "61 of 94",
      "interpretation": "Starting semen category, not recovery.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-049",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "baseline semen status",
      "endpoint_or_finding": "Infertility patients with azoospermia",
      "threshold_or_definition": "No sperm detected",
      "time_point": "Baseline",
      "numerator": "33",
      "denominator": "94",
      "reported_value": "33 of 94",
      "interpretation": "Starting semen category, not recovery.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-050",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "pregnancy outcome",
      "endpoint_or_finding": "Infertility subgroup reporting pregnancy",
      "threshold_or_definition": "Pregnancy; not live birth",
      "time_point": "12 months",
      "numerator": "14",
      "denominator": "94",
      "reported_value": "14 of 94 (14.9%; reported as 15%)",
      "interpretation": "Couple-level outcome during treatment; no untreated infertility comparison.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-051",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "al-hashimi-2022",
      "citation_short": "Al Hashimi 2022",
      "year": 2022,
      "title": "The deleterious effects of anabolic androgenic steroid abuse on sexual and reproductive health and comparison of recovery between treated and untreated patients: Single-center prospective randomized study",
      "journal": "Andrologia",
      "doi": "10.1111/and.14576",
      "pmid": "36065528",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/36065528/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Single-center prospective study; paper describes post-observation allocation in the wider cohort as randomized",
      "setting": "Urology-andrology clinic with 12-month follow-up",
      "population": "520 men with confirmed AAS use within the prior year; 94 presented with infertility",
      "exposure": "Non-prescribed anabolic-androgenic steroids",
      "sample_size": "520",
      "testosterone_during_recovery": "AAS stopped before observation and follow-up",
      "recovery_treatment": "Observation first; treatment for men without recovery; all 94 infertility patients received treatment",
      "record_type": "subgroup status",
      "endpoint_or_finding": "Men who began with azoospermia and remained classified as infertile",
      "threshold_or_definition": "Infertility status, not necessarily persistent azoospermia",
      "time_point": "End of follow-up",
      "numerator": "33",
      "denominator": "33",
      "reported_value": "All 33",
      "interpretation": "Do not rewrite this as all remaining azoospermic.",
      "main_limit": "The infertility subgroup had no untreated comparison because all 94 received treatment; treatment mix and allocation details limit causal inference; pregnancy was not live birth."
    },
    {
      "record_id": "SRAT-052",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "sample",
      "endpoint_or_finding": "Men meeting inclusion criteria",
      "threshold_or_definition": "Prior testosterone/AAS use with azoospermia or severe oligospermia",
      "time_point": "Baseline",
      "numerator": "",
      "denominator": "",
      "reported_value": "45 men",
      "interpretation": "Nine were lost before follow-up semen results.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-053",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "population",
      "endpoint_or_finding": "Median age",
      "threshold_or_definition": "Interquartile range",
      "time_point": "Baseline",
      "numerator": "",
      "denominator": "",
      "reported_value": "37 years (IQR 32–45)",
      "interpretation": "Selected clinic cohort.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-054",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "exposure duration",
      "endpoint_or_finding": "Median duration of prior testosterone use",
      "threshold_or_definition": "Interquartile range",
      "time_point": "Baseline",
      "numerator": "",
      "denominator": "",
      "reported_value": "4 years (IQR 1.3–10)",
      "interpretation": "Prior exposure history in a clinic cohort.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-055",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "follow-up",
      "endpoint_or_finding": "Men with follow-up semen results",
      "threshold_or_definition": "After treatment",
      "time_point": "About 6 months",
      "numerator": "36",
      "denominator": "45",
      "reported_value": "36 of 45; 9 lost to follow-up",
      "interpretation": "Loss to follow-up may bias results.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-056",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "category change",
      "endpoint_or_finding": "Progressed to oligospermia",
      "threshold_or_definition": "From azoospermia or severe oligospermia",
      "time_point": "After 6 months",
      "numerator": "11",
      "denominator": "36",
      "reported_value": "11 of 36; calculated 30.6% (paper text prints 30.1%)",
      "interpretation": "Counts are internally consistent; printed percentage does not equal 11/36.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-057",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "category change",
      "endpoint_or_finding": "Progressed to normozoospermia",
      "threshold_or_definition": ">15 million/mL in the paper",
      "time_point": "After 6 months",
      "numerator": "6",
      "denominator": "36",
      "reported_value": "6 of 36 (16.7%)",
      "interpretation": "Study-specific category, not pregnancy.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-058",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "category status",
      "endpoint_or_finding": "Remained azoospermic or severely oligospermic",
      "threshold_or_definition": "Same broad low-count categories",
      "time_point": "After 6 months",
      "numerator": "19",
      "denominator": "36",
      "reported_value": "19 of 36; calculated 52.8% (paper text prints 52.3%)",
      "interpretation": "Counts are internally consistent; printed percentage does not equal 19/36.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-059",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "azoospermia subgroup",
      "endpoint_or_finding": "Azoospermic men with sperm return into any nonzero category",
      "threshold_or_definition": "Severe oligospermia, oligospermia, or normozoospermia",
      "time_point": "After 6 months",
      "numerator": "13",
      "denominator": "18",
      "reported_value": "13 of 18 (72.2%)",
      "interpretation": "Calculated from 6 + 6 + 1; not a return-to-normal rate.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-060",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "azoospermia subgroup",
      "endpoint_or_finding": "Azoospermic men who remained azoospermic",
      "threshold_or_definition": "No sperm detected",
      "time_point": "After 6 months",
      "numerator": "5",
      "denominator": "18",
      "reported_value": "5 of 18 (27.8%)",
      "interpretation": "Selected treated cohort with no control.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-061",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ledesma-2023",
      "citation_short": "Ledesma et al. 2023",
      "year": 2023,
      "title": "Fertility outcomes in men with prior history of anabolic steroid use",
      "journal": "Fertility and Sterility",
      "doi": "10.1016/j.fertnstert.2023.09.016",
      "pmid": "37769866",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/37769866/",
      "evidence_group": "Prior testosterone/AAS use reported by infertility patients",
      "study_design": "Retrospective cohort",
      "setting": "Male infertility clinic",
      "population": "45 men with azoospermia or severe oligospermia and prior testosterone/AAS use",
      "exposure": "Prior testosterone or anabolic-steroid use",
      "sample_size": "45",
      "testosterone_during_recovery": "Stopped",
      "recovery_treatment": "Clomiphene plus hCG for at least 3–6 months",
      "record_type": "pregnancy outcome",
      "endpoint_or_finding": "Responding couples reporting pregnancy",
      "threshold_or_definition": "Pregnancy, natural or assisted",
      "time_point": "Follow-up call",
      "numerator": "9",
      "denominator": "24",
      "reported_value": "9 of 24 (37.5%): 6 natural, 3 with ART",
      "interpretation": "Only 24 couples answered; no live-birth endpoint and no causal treatment estimate.",
      "main_limit": "Nine men were lost to semen follow-up; retrospective treated cohort; pregnancy follow-up reached only 24 couples; no untreated control; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-062",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2025",
      "citation_short": "Smit et al. 2025",
      "year": 2025,
      "title": "Efficacy of human chorionic gonadotropin hormone in restoring spermatogenesis in men using non-prescribed androgens: a retrospective analysis of real-world data",
      "journal": "F&S Reports",
      "doi": "10.1016/j.xfre.2025.03.001",
      "pmid": "40620361",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/40620361/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective real-world cohort",
      "setting": "Dutch harm-reduction clinic, April 2023–July 2024",
      "population": "19 men using non-prescribed androgens who did not want to stop",
      "exposure": "Continued non-prescribed androgen use",
      "sample_size": "19",
      "testosterone_during_recovery": "Non-prescribed androgens continued",
      "recovery_treatment": "hCG for 3–6 months",
      "record_type": "sample",
      "endpoint_or_finding": "Men in harm-reduction cohort",
      "threshold_or_definition": "Continued non-prescribed androgens",
      "time_point": "Baseline to 3–6 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "19 men",
      "interpretation": "Very small selected cohort.",
      "main_limit": "Only 19 selected men; retrospective; no untreated or stop-androgen comparison; non-prescribed exposure; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-063",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2025",
      "citation_short": "Smit et al. 2025",
      "year": 2025,
      "title": "Efficacy of human chorionic gonadotropin hormone in restoring spermatogenesis in men using non-prescribed androgens: a retrospective analysis of real-world data",
      "journal": "F&S Reports",
      "doi": "10.1016/j.xfre.2025.03.001",
      "pmid": "40620361",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/40620361/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective real-world cohort",
      "setting": "Dutch harm-reduction clinic, April 2023–July 2024",
      "population": "19 men using non-prescribed androgens who did not want to stop",
      "exposure": "Continued non-prescribed androgen use",
      "sample_size": "19",
      "testosterone_during_recovery": "Non-prescribed androgens continued",
      "recovery_treatment": "hCG for 3–6 months",
      "record_type": "mean change",
      "endpoint_or_finding": "Mean total sperm count",
      "threshold_or_definition": "Total sperm in ejaculate",
      "time_point": "Baseline to after 3–6 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "18.0 million to 146.9 million",
      "interpretation": "Within-group change; no matched control.",
      "main_limit": "Only 19 selected men; retrospective; no untreated or stop-androgen comparison; non-prescribed exposure; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-064",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2025",
      "citation_short": "Smit et al. 2025",
      "year": 2025,
      "title": "Efficacy of human chorionic gonadotropin hormone in restoring spermatogenesis in men using non-prescribed androgens: a retrospective analysis of real-world data",
      "journal": "F&S Reports",
      "doi": "10.1016/j.xfre.2025.03.001",
      "pmid": "40620361",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/40620361/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective real-world cohort",
      "setting": "Dutch harm-reduction clinic, April 2023–July 2024",
      "population": "19 men using non-prescribed androgens who did not want to stop",
      "exposure": "Continued non-prescribed androgen use",
      "sample_size": "19",
      "testosterone_during_recovery": "Non-prescribed androgens continued",
      "recovery_treatment": "hCG for 3–6 months",
      "record_type": "mean change",
      "endpoint_or_finding": "Mean total motile sperm count",
      "threshold_or_definition": "Moving sperm in whole ejaculate",
      "time_point": "Baseline to after 3–6 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "1.1 million to 66.9 million",
      "interpretation": "Within-group change; not a stopping-androgen comparison.",
      "main_limit": "Only 19 selected men; retrospective; no untreated or stop-androgen comparison; non-prescribed exposure; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-065",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "smit-2025",
      "citation_short": "Smit et al. 2025",
      "year": 2025,
      "title": "Efficacy of human chorionic gonadotropin hormone in restoring spermatogenesis in men using non-prescribed androgens: a retrospective analysis of real-world data",
      "journal": "F&S Reports",
      "doi": "10.1016/j.xfre.2025.03.001",
      "pmid": "40620361",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/40620361/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective real-world cohort",
      "setting": "Dutch harm-reduction clinic, April 2023–July 2024",
      "population": "19 men using non-prescribed androgens who did not want to stop",
      "exposure": "Continued non-prescribed androgen use",
      "sample_size": "19",
      "testosterone_during_recovery": "Non-prescribed androgens continued",
      "recovery_treatment": "hCG for 3–6 months",
      "record_type": "threshold result",
      "endpoint_or_finding": "Men with study-defined normal TMSC",
      "threshold_or_definition": "Study-defined normal total motile sperm count",
      "time_point": "Baseline to after 3–6 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "5% to 58%",
      "interpretation": "Small uncontrolled cohort; not proof that continuing androgens is safe.",
      "main_limit": "Only 19 selected men; retrospective; no untreated or stop-androgen comparison; non-prescribed exposure; no pregnancy or live-birth endpoint."
    },
    {
      "record_id": "SRAT-066",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "sample",
      "endpoint_or_finding": "Men in cohort",
      "threshold_or_definition": "≤6 months AAS use; normal pre-cycle tests",
      "time_point": "Baseline through 12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "79 men",
      "interpretation": "Short-term AAS cohort with known baseline.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-067",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "baseline semen status",
      "endpoint_or_finding": "Azoospermia or severe oligozoospermia",
      "threshold_or_definition": "Combined low-count category",
      "time_point": "Post-cycle baseline visit",
      "numerator": "",
      "denominator": "",
      "reported_value": "69.7%",
      "interpretation": "Starting post-cycle status, not recovery rate.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-068",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "normozoospermia",
      "endpoint_or_finding": "No-treatment group with normal sperm concentration",
      "threshold_or_definition": "Study-defined normozoospermia",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "58.6%",
      "interpretation": "Nonrandomized group; not a long-term TRT estimate.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-069",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "normozoospermia",
      "endpoint_or_finding": "Clomiphene group with normal sperm concentration",
      "threshold_or_definition": "Study-defined normozoospermia",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "69.2%",
      "interpretation": "Nonrandomized treatment selection.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-070",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "normozoospermia",
      "endpoint_or_finding": "Clomiphene plus hCG group with normal sperm concentration",
      "threshold_or_definition": "Study-defined normozoospermia",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "87.5%",
      "interpretation": "Nonrandomized; no live-birth endpoint.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-071",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "model association",
      "endpoint_or_finding": "Combined therapy association with normozoospermia",
      "threshold_or_definition": "Adjusted odds ratio",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "OR 6.23 (95% CI 1.32–29.4)",
      "interpretation": "Wide CI and nonrandomized selection; association is not proof of cause.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-072",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "model association",
      "endpoint_or_finding": "Combined therapy association with motility recovery",
      "threshold_or_definition": "Adjusted odds ratio",
      "time_point": "12 months",
      "numerator": "",
      "denominator": "",
      "reported_value": "OR 4.85 (95% CI 1.27–18.4)",
      "interpretation": "Wide CI and nonrandomized selection.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    },
    {
      "record_id": "SRAT-073",
      "dataset_version": "2.0",
      "verified_date": "2026-09-03",
      "study_key": "ibis-2026",
      "citation_short": "İbis et al. 2026",
      "year": 2026,
      "title": "Post-cycle therapy after short-term anabolic-androgenic steroid use: comparative outcomes in recreational bodybuilders",
      "journal": "BJU International",
      "doi": "10.1111/bju.70059",
      "pmid": "41147237",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/41147237/",
      "evidence_group": "Non-prescribed androgen/AAS use",
      "study_design": "Retrospective dual-center cohort",
      "setting": "Two centers; recreational bodybuilders",
      "population": "79 men with no more than 6 months of AAS use and documented normal pre-cycle reproductive tests",
      "exposure": "Short-term anabolic-androgenic steroid use",
      "sample_size": "79",
      "testosterone_during_recovery": "AAS stopped",
      "recovery_treatment": "No treatment, clomiphene, or clomiphene plus hCG; recombinant FSH for a small subgroup",
      "record_type": "small subgroup",
      "endpoint_or_finding": "Men receiving recombinant FSH who reached normozoospermia",
      "threshold_or_definition": "Study-defined normozoospermia",
      "time_point": "12 months",
      "numerator": "5",
      "denominator": "5",
      "reported_value": "5 of 5",
      "interpretation": "Only five selected men; not a general treatment claim.",
      "main_limit": "Nonrandomized treatment groups; short-term AAS users with known normal baselines; small subgroups and wide confidence intervals; not prescribed TRT; no live-birth endpoint."
    }
  ]
}