{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005677389,0.0005472385,0.001123652,0.003028653,0.0002741333,0.001044044,0.001232013,0.001106385,0.00158131],"category_scores_gemma":[0.02580188,0.0002682482,0.000820399,0.002707475,0.0004281682,0.000949516,0.0008572131,0.0008977045,0.0005329499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837612,"about_ca_system_score_gemma":0.0009267825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772713,"about_ca_topic_score_gemma":0.005162534,"domain_scores_codex":[0.9946848,0.001670893,0.001718227,0.0003993772,0.001322323,0.0002043332],"domain_scores_gemma":[0.9755661,0.006793591,0.008393831,0.001022729,0.007392646,0.0008311811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005962268,0.00009913686,0.9329742,0.0007543628,0.0003645968,0.000433592,0.0002528761,0.0006855212,0.001222219,0.0006219367,0.009576007,0.05241939],"study_design_scores_gemma":[0.0001727318,0.000404661,0.9815472,0.000506263,0.0004486007,0.003684015,0.0002132869,0.002060345,0.0006746353,0.0005470772,0.009685457,0.00005561349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765854,0.05499485,0.02025962,0.009150384,0.001661028,0.00214255,0.0184878,0.0003798439,0.01633852],"genre_scores_gemma":[0.9419622,0.006183641,0.03745645,0.001190059,0.0009060934,0.0009427884,0.01016028,0.00004734577,0.001151119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677389,"threshold_uncertainty_score":0.03002524,"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."}}