{"id":"W3004225797","doi":"10.1111/dme.14250","title":"Undiagnosed type 2 diabetes during pregnancy is associated with increased perinatal mortality: a large population‐based cohort study in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Diabetes Canada; Public Health Agency of Canada","keywords":"Medicine; Gestational diabetes; Obstetrics; Diabetes mellitus; Type 2 diabetes; Pregnancy; Population; Cohort study; Cohort; Pediatrics; Gestation; Internal medicine; Endocrinology; Environmental health","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":[0.0007293604,0.0004633348,0.000580381,0.001046001,0.003021601,0.001198089,0.001354017,0.0005431279,0.00146218],"category_scores_gemma":[0.001698514,0.0006229648,0.0008236372,0.003620569,0.0006995322,0.0003945649,0.0009360772,0.0007914957,0.0001782565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02048836,"about_ca_system_score_gemma":0.02343036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933925,"about_ca_topic_score_gemma":0.9951232,"domain_scores_codex":[0.9990028,0.00008298253,0.0000769482,0.0002069819,0.0003354531,0.0002948731],"domain_scores_gemma":[0.9984356,0.00008395329,0.0003880873,0.0001114696,0.0005598363,0.0004210282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004934421,0.00002062129,0.9967958,0.00003304341,0.00008653912,0.0001147506,0.0004653693,0.00004208291,0.0001350126,0.00004562262,0.000959428,0.001252413],"study_design_scores_gemma":[0.00001266828,0.00001250336,0.9987621,0.00003726908,0.00004207582,0.00005772733,0.0004602036,0.0001161268,0.00001693344,0.000013137,0.000462079,0.000007166555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875131,0.001674048,0.0002333867,0.0006839549,0.00003140188,0.0001172102,0.007637643,0.00001636639,0.002092828],"genre_scores_gemma":[0.9956773,0.001066389,0.000227567,0.0001882571,0.00001089587,0.00004532472,0.001981382,0.000006515586,0.0007964774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048836,"threshold_uncertainty_score":0.1486542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212038076697651,"score_gpt":0.2697310668058145,"score_spread":0.2485272591360494,"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."}}