{"id":"W3041083624","doi":"10.1093/humrep/deaa144","title":"Associations between polycystic ovary syndrome and adverse obstetric and neonatal outcomes: a population study of 9.1 million births","year":2020,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Polycystic ovary; Healthcare Cost and Utilization Project; Obstetrics; Placental abruption; Population; Chorioamnionitis; Caesarean section; Pregnancy; Confounding; Retrospective cohort study; Gynecology; Pediatrics; Gestational age; Health care; Environmental health; Gestation; Obesity; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568194,0.0003649415,0.0005878457,0.001660931,0.0006900376,0.0009060748,0.0008089739,0.0006952805,0.001254519],"category_scores_gemma":[0.003878453,0.0007803098,0.000959987,0.002548646,0.0003474152,0.001092035,0.00122942,0.000933969,0.0005001263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534579,"about_ca_system_score_gemma":0.000639245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399673,"about_ca_topic_score_gemma":0.01503582,"domain_scores_codex":[0.9987508,0.0004166534,0.0001816716,0.0002762946,0.0002244088,0.0001501619],"domain_scores_gemma":[0.9979658,0.0003678611,0.0008703585,0.0002657676,0.0002189537,0.0003112879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003743799,0.00004460064,0.9986647,0.00002240173,0.0001135003,0.00006653606,0.0001372957,0.00001890825,0.00007922956,0.0000154717,0.0002510298,0.000548828],"study_design_scores_gemma":[0.00001147886,0.00009157908,0.9987237,0.00002071335,0.00007662387,0.0002607355,0.0004074774,0.00009763587,0.00002667338,0.00001553351,0.0002624467,0.000005446289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949113,0.0003888232,0.0002057436,0.0001186875,0.00001077079,0.00005628183,0.003936642,0.00001080748,0.0003608821],"genre_scores_gemma":[0.9941467,0.0006637574,0.0003890033,0.0002108703,0.00003763881,0.0001676523,0.004093958,0.000008242263,0.0002822187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399673,"threshold_uncertainty_score":0.02783048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249454512475209,"score_gpt":0.2872567637681773,"score_spread":0.2447622186434252,"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."}}