{"id":"W4381612333","doi":"10.1093/humrep/dead093.930","title":"P-601 Comparison of adverse obstetric outcomes in women with the hyperandrogenic syndromes, polycystic ovary syndrome and Cushing’s syndrome: an evaluation of a population database","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Polycystic ovary; Hyperandrogenism; Healthcare Cost and Utilization Project; Odds ratio; Population; Obstetrics; Pregnancy; hirsutism; Logistic regression; Gestational diabetes; Gynecology; Confidence interval; Health care; Diabetes mellitus; Insulin resistance; Gestation; Internal medicine; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001659371,0.0001628228,0.0004637127,0.0007010547,0.0001151039,0.000008013175,0.00006865936,0.00006995265,0.00008476752],"category_scores_gemma":[0.0003565197,0.0001213674,0.00003900017,0.001239177,0.0001024705,0.0002610692,0.00003346911,0.0001767852,0.000007071214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374103,"about_ca_system_score_gemma":0.00006898637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724793,"about_ca_topic_score_gemma":0.00008473421,"domain_scores_codex":[0.9978663,0.0002218463,0.000500471,0.000502779,0.0007046618,0.0002038853],"domain_scores_gemma":[0.9986956,0.00005895485,0.0002814233,0.0007364681,0.0001550945,0.00007248858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441898,0.001110613,0.9764704,0.0005541241,0.0003083282,0.00005211166,0.004849367,0.003157953,0.004232105,0.0001344469,0.0001284069,0.007560283],"study_design_scores_gemma":[0.003100047,0.0008688542,0.9888073,0.0001085919,0.0002844124,0.0004472238,0.004396323,0.001665515,0.00006361313,0.0001148033,0.00001971745,0.0001236159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981018,0.0003492642,0.000009337002,0.0002652033,0.000182033,0.0009535799,0.000008336727,0.00007878463,0.00005166964],"genre_scores_gemma":[0.9993722,0.00001387587,0.00005541734,0.0000209408,0.0000165153,0.00007484823,0.0002397741,0.00002546079,0.0001809113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233692,"threshold_uncertainty_score":0.4949219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735944222326289,"score_gpt":0.3322437811736484,"score_spread":0.2648843389503855,"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."}}