{"id":"W2263552225","doi":"10.2174/1871530316666160201145934","title":"Metabolic Basis of Polycystic Ovarian Syndrome; Indications for Biochemical Screening","year":2016,"lang":"en","type":"review","venue":"Endocrine Metabolic & Immune Disorders - Drug Targets","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Polycystic ovary; Insulin resistance; Hyperinsulinemia; Medicine; Hyperandrogenism; Testosterone (patch); Metabolic syndrome; Luteinizing hormone; Internal medicine; Endocrinology; Infertility; Anovulation; Gynecology; Biology; Hormone; Physiology; Insulin; Diabetes mellitus; Pregnancy","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":[0.0004088567,0.0005833755,0.0009967578,0.002877132,0.0002074627,0.000707953,0.0005763697,0.0006679874,0.003399857],"category_scores_gemma":[0.0008613864,0.0001715517,0.0005252483,0.002173831,0.0004170396,0.0006418445,0.0004125094,0.001137321,0.001206151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149636,"about_ca_system_score_gemma":0.001074648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041003,"about_ca_topic_score_gemma":0.001503004,"domain_scores_codex":[0.9998048,0.0000409802,0.0000522045,0.00003114899,0.00005552304,0.00001534713],"domain_scores_gemma":[0.99966,0.0001582768,0.00007381842,0.00001011683,0.00007595523,0.00002192943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001207436,0.00005680494,0.0008988746,0.02422845,0.0001430647,0.001222936,0.00006265095,0.0002667956,0.001005422,0.003599286,0.03044088,0.9379541],"study_design_scores_gemma":[0.00005350681,0.0001089725,0.003375053,0.0155131,0.0004119134,0.01527665,0.0001626162,0.000183034,0.0005844992,0.003667003,0.9606214,0.00004231385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001154545,0.9984257,0.00009785653,0.0003191675,0.0001788501,0.000004513027,0.00002356467,0.000005321775,0.000829541],"genre_scores_gemma":[0.001555359,0.9973883,0.0002512573,0.0002152231,0.000228816,0.000005970641,0.00005543492,0.000001506624,0.0002981791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003399857,"threshold_uncertainty_score":0.01137364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866813909697226,"score_gpt":0.30413774768014,"score_spread":0.2854696085831678,"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."}}