{"id":"W2049014963","doi":"10.1159/000194971","title":"Obesity and Polycystic Ovary Syndrome","year":2009,"lang":"en","type":"article","venue":"Obesity Facts","topic":"Ovarian function and disorders","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Polycystic ovary; hirsutism; Weight loss; Obesity; Insulin resistance; Internal medicine; Diabetes mellitus; Infertility; Impaired glucose tolerance; Endocrinology; Abdominal obesity; Hyperlipidemia; Metabolic syndrome; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008394135,0.0001187806,0.0002040644,0.00008187559,0.00009828046,0.00002159053,0.00003649421,0.00008930884,0.000347413],"category_scores_gemma":[0.00008165372,0.000108518,0.000048007,0.0001267105,0.00003825461,0.0000898482,0.00001753786,0.000141641,0.0002882624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002758,"about_ca_system_score_gemma":0.0000485512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003757089,"about_ca_topic_score_gemma":0.00000463532,"domain_scores_codex":[0.999284,0.00001958504,0.000114043,0.0002147811,0.0001639231,0.0002037086],"domain_scores_gemma":[0.9994742,0.00002247451,0.00002890651,0.0002056183,0.0000268492,0.0002419287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001520579,0.004295789,0.900591,0.0003535563,0.000261884,0.002377856,0.001016422,0.000008810313,0.008306551,0.007087538,0.03484998,0.03933008],"study_design_scores_gemma":[0.001125127,0.0003506502,0.9937134,0.0000313383,0.00005945074,0.0004625186,0.00004655295,0.00003522735,0.0001648858,0.0008667077,0.003027054,0.0001171234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757726,0.0002577769,0.0003103818,0.00195617,0.0001308387,0.0001836406,0.000002583484,0.0001325815,0.02125342],"genre_scores_gemma":[0.993221,0.00003018445,0.000327889,0.003368866,0.00003336024,8.442067e-7,0.00001310559,0.000006848603,0.0029979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09312242,"threshold_uncertainty_score":0.4425234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298985986190474,"score_gpt":0.2372460869474055,"score_spread":0.2242562270855008,"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."}}