{"id":"W4403002753","doi":"10.3389/frph.2024.1475132","title":"The evolutionary basis of elevated testosterone in women with polycystic ovary syndrome: an overview of systematic reviews of the evidence","year":2024,"lang":"en","type":"review","venue":"Frontiers in Reproductive Health","topic":"Ovarian function and disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Testosterone (patch); Polycystic ovary; Dominance (genetics); Fecundity; Biology; Internal medicine; Endocrinology; Physiology; Demography; Medicine; Obesity; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004257495,0.0009026659,0.00347257,0.01010956,0.0003991221,0.002031093,0.001107845,0.001455917,0.002775548],"category_scores_gemma":[0.02147165,0.000692782,0.003936331,0.01017311,0.0007984971,0.001532873,0.001190375,0.0009081383,0.0002258559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146706,"about_ca_system_score_gemma":0.0049644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00715728,"about_ca_topic_score_gemma":0.01697921,"domain_scores_codex":[0.9965817,0.000884608,0.00142782,0.0005386973,0.0004534659,0.0001135765],"domain_scores_gemma":[0.9775124,0.01726681,0.003494294,0.0002986558,0.001213395,0.0002142918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002518375,0.00003056277,0.01414298,0.7499025,0.01116143,0.0004009735,0.000748052,0.0001873047,0.0003218906,0.0008539544,0.00378058,0.2182179],"study_design_scores_gemma":[0.0001047112,0.0002483249,0.06870596,0.7762146,0.07081649,0.002721731,0.001276027,0.0001647596,0.0002929858,0.001345157,0.07799047,0.000118752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006847483,0.9988137,0.00004939489,0.0001652052,0.00003924241,0.000009798306,0.0001436342,0.000002486351,0.00009184625],"genre_scores_gemma":[0.00848836,0.9906582,0.0002614341,0.0002853673,0.00006495084,0.00003192104,0.0001721157,0.000002916911,0.00003477258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01010956,"threshold_uncertainty_score":0.02251607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278539338148827,"score_gpt":0.3762848723342466,"score_spread":0.2484309385193639,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}