{"id":"W4283738022","doi":"10.1371/journal.pone.0269158","title":"Racial variations of adverse perinatal outcomes: A population-based retrospective cohort study in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ontario Stroke Network; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Obstetrics; Placental abruption; Population; Small for gestational age; Caesarean section; Gestational age; Birth weight; Retrospective cohort study; Neonatal intensive care unit; Apgar score; Low birth weight; Pregnancy; Pediatrics; Gestation; Internal medicine","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":[0.001064217,0.0003787196,0.0005102129,0.001360083,0.003092245,0.00107297,0.001291386,0.0004258635,0.001291746],"category_scores_gemma":[0.00188649,0.0004900871,0.0006827684,0.004518983,0.0007697594,0.0003753706,0.00091992,0.0004922542,0.0001769755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01886233,"about_ca_system_score_gemma":0.03093687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929038,"about_ca_topic_score_gemma":0.995146,"domain_scores_codex":[0.9985763,0.0001054125,0.0001067347,0.0002896044,0.0005055084,0.0004163774],"domain_scores_gemma":[0.9981409,0.00007039467,0.0005028997,0.0001181171,0.0007918102,0.0003758246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003042182,0.00001181072,0.9973793,0.00002517384,0.00005944954,0.00006320994,0.0004763156,0.00003676382,0.0001003164,0.00005624556,0.0007597095,0.001001277],"study_design_scores_gemma":[0.000007255372,0.00001202146,0.9984025,0.00003319432,0.00003595558,0.0000536394,0.0006603068,0.000129962,0.00002334488,0.00001983784,0.0006143852,0.000007596324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856974,0.001262718,0.0003627189,0.000538397,0.00002666053,0.0001490195,0.0096318,0.00002045789,0.002310886],"genre_scores_gemma":[0.995889,0.0006857391,0.0003522573,0.0001982926,0.000008417903,0.00005974247,0.002159002,0.000007478118,0.0006400349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886233,"threshold_uncertainty_score":0.1368565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273639040511519,"score_gpt":0.2586628102905131,"score_spread":0.2312989062393612,"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."}}