{"id":"W2058112443","doi":"10.1002/uog.7751","title":"Development of morphologically dominant follicles is associated with fewer metabolic disturbances in amenorrheic women with polycystic ovary syndrome: a pilot study","year":2010,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Follicle; Anovulation; Polycystic ovary; Medicine; Population; Ovarian follicle; Ovary; Endocrinology; Ovulation; Menstrual cycle; Internal medicine; hirsutism; Physiology; Hormone; Insulin; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004592373,0.0002112481,0.0006706042,0.0004211306,0.00008095721,0.00002275218,0.00009642945,0.0001092539,0.0002112736],"category_scores_gemma":[0.005905211,0.0001442932,0.00001534378,0.001139714,0.0002375826,0.00005905589,0.00003157542,0.0003511368,0.000003493378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009673841,"about_ca_system_score_gemma":0.00025887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001183653,"about_ca_topic_score_gemma":0.001706479,"domain_scores_codex":[0.9984281,0.00007266246,0.0004629713,0.0003945558,0.0002400248,0.0004017031],"domain_scores_gemma":[0.9949436,0.004450682,0.0001843927,0.0002053651,0.00008989272,0.0001260515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001847581,0.00628898,0.9731142,0.00003250758,0.0003229349,0.0004569976,0.006132004,0.000005862572,0.005134526,0.0001202595,0.00001920334,0.006524954],"study_design_scores_gemma":[0.007974986,0.006263744,0.9794909,0.0000238045,0.00006424041,0.0001119986,0.004461258,0.000007593505,0.00004486662,0.00008208735,0.001278319,0.0001961582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982816,0.000401759,0.00001592431,0.00006840029,0.0002203736,0.0006831347,0.000007085931,0.00001691275,0.0003048012],"genre_scores_gemma":[0.9983986,0.00007083483,0.0008540789,0.0003122945,0.000004113526,0.0001306622,0.0000114489,0.00001772301,0.0002002559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006376754,"threshold_uncertainty_score":0.7069516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139696286700884,"score_gpt":0.2344945991108157,"score_spread":0.2205249704407273,"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."}}