{"id":"W2126453690","doi":"10.1093/humrep/det062","title":"Updated ultrasound criteria for polycystic ovary syndrome: reliable thresholds for elevated follicle population and ovarian volume","year":2013,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":459,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Polycystic ovary; Hyperandrogenism; Gynecology; Medicine; Ovary; Population; Receiver operating characteristic; Endocrinology; Internal medicine; Insulin resistance; Obesity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003588227,0.0001718518,0.0002561107,0.0001694995,0.0003528729,0.00009471265,0.00003955383,0.000187215,0.0007662251],"category_scores_gemma":[0.0002744065,0.0001715609,0.00007549554,0.0002166303,0.00004928111,0.0002991158,0.0000123975,0.0001213867,0.00003379561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006366144,"about_ca_system_score_gemma":0.00002413819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004616581,"about_ca_topic_score_gemma":0.0000112857,"domain_scores_codex":[0.9985554,0.0000232402,0.0003588697,0.0006518157,0.0001352886,0.0002754337],"domain_scores_gemma":[0.9989982,0.00002133961,0.000123979,0.0004935023,0.0002474892,0.0001155059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003770642,0.001134123,0.1412641,0.001013312,0.0005795231,0.000005577682,0.0006894569,0.0001249027,0.4190244,0.007615718,0.4204626,0.004315624],"study_design_scores_gemma":[0.005537019,0.001268972,0.9482881,0.00006163826,0.0003417031,0.000565587,0.00026943,0.002744595,0.001494333,0.01474994,0.02427687,0.000401818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913829,0.0001221923,0.002686242,0.001741321,0.0007350402,0.002582067,0.00001368406,0.0002696929,0.0004668873],"genre_scores_gemma":[0.9811729,0.000005463069,0.00316301,0.0002812586,0.0003506193,0.0003224224,0.001130773,0.00005083044,0.01352272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807024,"threshold_uncertainty_score":0.8389627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244311034921243,"score_gpt":0.2842038636059881,"score_spread":0.2597727601138638,"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."}}