{"id":"W2140354199","doi":"10.1177/1933719114522525","title":"Prevalence of Polycystic Ovary Syndrome Phenotypes Using Updated Criteria for Polycystic Ovarian Morphology: An Assessment of Over 100 Consecutive Women Self-reporting Features of Polycystic Ovary Syndrome","year":2014,"lang":"en","type":"article","venue":"Reproductive Sciences","topic":"Ovarian function and disorders","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Polycystic ovary; Hyperandrogenism; Gynecology; Androgen Excess; Medicine; Population; Androgen; Obstetrics; Physiology; Endocrinology; Internal medicine; Obesity; Insulin resistance; Hormone","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00388319,0.0003660582,0.001103406,0.0006408249,0.0002465301,0.00002874092,0.0003457731,0.0001647793,0.0002303553],"category_scores_gemma":[0.002466211,0.0003152679,0.0001684211,0.001134966,0.001516387,0.0004437277,0.0001276988,0.0002253778,0.00000126565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593676,"about_ca_system_score_gemma":0.001031453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004086341,"about_ca_topic_score_gemma":0.000001878577,"domain_scores_codex":[0.9954612,0.0003995681,0.001461513,0.001299031,0.0007586172,0.000620097],"domain_scores_gemma":[0.995841,0.0003519057,0.002169403,0.0008963165,0.0005259253,0.0002154303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007777707,0.003805537,0.1746202,0.004830182,0.001963974,0.0001964645,0.006722779,0.001065119,0.793421,0.003993084,0.0003496482,0.001254363],"study_design_scores_gemma":[0.001980963,0.004786567,0.9707966,0.0004813228,0.0007314543,0.00292118,0.002394254,0.005448235,0.007435295,0.002574849,0.00001779966,0.0004314931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917752,0.0003541904,0.004446344,0.0001760517,0.0007834939,0.001167253,0.00008563204,0.00008901519,0.001122885],"genre_scores_gemma":[0.9750481,0.000007531555,0.02448446,0.0001101355,0.00008727645,0.00003888582,0.00002123344,0.00003377086,0.0001686583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7961764,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425587041401492,"score_gpt":0.3515324578876516,"score_spread":0.3172765874736367,"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."}}