{"id":"W4386645367","doi":"10.1016/j.jogc.2023.102217","title":"Endocrinological and Metabolic Heterogeneity Is Low in Japanese Women With Polycystic Ovary Syndrome","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Hyperandrogenism; Luteinizing hormone; Internal medicine; Endocrinology; Phenotype; Free androgen index; Insulin resistance; Endocrine system; Testosterone (patch); Biology; Ovary; Medicine; Body mass index; Hormone; Insulin; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002318144,0.0002620959,0.0004065059,0.001350386,0.0007010201,0.0006583616,0.0002509206,0.0003074958,0.0011032],"category_scores_gemma":[0.00143565,0.0002459611,0.0003749559,0.001699073,0.0003955505,0.0002805818,0.0003353095,0.0003720367,0.00009681618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983675,"about_ca_system_score_gemma":0.0003881762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01674203,"about_ca_topic_score_gemma":0.01743153,"domain_scores_codex":[0.9997577,0.00005293367,0.00003948938,0.00005654995,0.0000377349,0.00005561602],"domain_scores_gemma":[0.9992936,0.0001348167,0.0002907396,0.00003438277,0.00007154034,0.0001748059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008362599,0.00001316561,0.9981033,0.000008610748,0.00004758553,0.0003597088,0.0001692124,0.000009829902,0.0005011974,0.00001298944,0.00003216425,0.0006587145],"study_design_scores_gemma":[0.000003110713,0.00002818357,0.9988933,0.000002409837,0.00003710473,0.0005004027,0.0003931544,0.00003492481,0.0000189406,0.00001999364,0.00006582596,0.000002559484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992538,0.0002515799,0.00002097846,0.00004709726,0.00000551599,0.000002392633,0.00007106301,0.000001226633,0.0003462998],"genre_scores_gemma":[0.9996979,0.00009679908,0.00002913768,0.00002576821,0.000007128153,0.000002225849,0.00007509044,0.000001055263,0.00006478783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674203,"threshold_uncertainty_score":0.03328913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313724596118318,"score_gpt":0.2281947480359351,"score_spread":0.2150575020747519,"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."}}