{"id":"W3051671132","doi":"10.1210/clinem/dgaa515","title":"Ultrasound Characterization of Disordered Antral Follicle Development in Women with Polycystic Ovary Syndrome","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Ovarian function and disorders","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Canadian Institutes of Health Research; President's Council of Cornell Women; Cornell University; U.S. Department of Agriculture","keywords":"Antral follicle; Anovulation; Polycystic ovary; Ovulation; Luteal phase; Follicular phase; Endocrinology; Internal medicine; Follicle; Ovarian follicle; Corpus luteum; Luteinizing hormone; Folliculogenesis; Biology; Medicine; Ovary; Hormone; Pregnancy; Insulin resistance; Insulin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384052,0.0001734224,0.0001865745,0.000750609,0.0001760611,0.0002453197,0.0001847338,0.0003170255,0.0007711113],"category_scores_gemma":[0.002081662,0.0001349544,0.0001165776,0.0004345122,0.0002159132,0.0002504199,0.0002461439,0.0002264911,0.00009088721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336461,"about_ca_system_score_gemma":0.0001400361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056969,"about_ca_topic_score_gemma":0.001223517,"domain_scores_codex":[0.9998356,0.00005521379,0.00002108249,0.00003401957,0.00003142619,0.00002253468],"domain_scores_gemma":[0.9991523,0.0001989099,0.0004091057,0.00004105458,0.0000825766,0.000116032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210242,0.00001821487,0.99679,0.000009909185,0.00001039351,0.0001284898,0.000064729,0.00001498231,0.001137394,0.000006534193,0.00003619973,0.00166196],"study_design_scores_gemma":[0.000005393291,0.000154366,0.9985536,0.000003297856,0.000008311677,0.0009252732,0.00009499899,0.00006398413,0.00009600302,0.00001060144,0.00008244946,0.000001660315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994833,0.0002395256,0.00005574076,0.0000217434,0.000002720875,0.000005221582,0.00006495696,0.000002553292,0.0001241102],"genre_scores_gemma":[0.999607,0.00009389766,0.0001103943,0.00001830002,0.000009251956,0.00000705871,0.0001032775,0.00000102677,0.00004983401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056969,"threshold_uncertainty_score":0.002579629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228965838849539,"score_gpt":0.3014965042867087,"score_spread":0.2692068458982133,"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."}}