{"id":"W2134772220","doi":"10.1586/eog.09.74","title":"Current procedures for managing polycystic ovary syndrome","year":2009,"lang":"en","type":"article","venue":"Expert Review of Obstetrics & Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Polycystic ovary; Medicine; Infertility; Hyperandrogenism; Anovulation; Disease; Psychological intervention; Metabolic syndrome; Gynecology; Intensive care medicine; Ovary; Diabetes mellitus; Insulin resistance; Internal medicine; Endocrinology; Pregnancy; Psychiatry","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":[0.0004249138,0.0006078447,0.0006279554,0.001439477,0.0006147614,0.0004928913,0.0006845297,0.001466317,0.0187052],"category_scores_gemma":[0.0009969923,0.0001384853,0.0006007411,0.0007013044,0.0003441876,0.000661462,0.0005115658,0.00162022,0.006692341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322517,"about_ca_system_score_gemma":0.0006437804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005212918,"about_ca_topic_score_gemma":0.001121036,"domain_scores_codex":[0.9997535,0.00005015558,0.0000257303,0.00002506054,0.0001215793,0.00002394262],"domain_scores_gemma":[0.9997446,0.00008796869,0.00006341781,0.00001462721,0.0000454556,0.00004395644],"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":[0.00008854232,0.000331303,0.001021971,0.002003842,0.00005416454,0.004212415,0.00009853194,0.0001177685,0.002550222,0.001449408,0.05614867,0.9319233],"study_design_scores_gemma":[0.0002325249,0.0004823259,0.008644232,0.003290311,0.000210484,0.06282075,0.0003583344,0.0003081634,0.002427463,0.005042515,0.9161345,0.00004841114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008021827,0.8847002,0.01064818,0.01609381,0.004348938,0.0002788864,0.0001483005,0.0005245887,0.07523533],"genre_scores_gemma":[0.0430105,0.8807302,0.02406842,0.01150574,0.008656941,0.0004193357,0.0004814357,0.00006073593,0.03106665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0187052,"threshold_uncertainty_score":0.0625751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227314934085641,"score_gpt":0.3285364272555405,"score_spread":0.3058049338469764,"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."}}