{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002827967,0.0002680664,0.0006834961,0.000179099,0.00008879327,0.00001523827,0.0001421733,0.00005177598,0.001966292],"category_scores_gemma":[0.001303905,0.0002161763,0.00003310993,0.0007514881,0.00004998129,0.00006925287,0.00006092578,0.0003582747,0.000006326486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000819438,"about_ca_system_score_gemma":0.0009299495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6723751,"about_ca_topic_score_gemma":0.8774275,"domain_scores_codex":[0.9969304,0.0001372282,0.0004450362,0.0005068912,0.001353003,0.000627402],"domain_scores_gemma":[0.9986194,0.0002060291,0.0001207338,0.000323216,0.0002214604,0.0005091671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008280351,0.0004108905,0.9970825,0.0003195611,0.0003863752,0.0007583121,0.0003762462,0.00002268415,0.00006106969,0.00001325137,0.0004450245,0.00004132697],"study_design_scores_gemma":[0.009411684,0.001351107,0.9862922,0.001035318,0.0002718083,4.334905e-7,0.0002776372,0.0009541503,0.00008256992,0.00001119524,0.000105372,0.0002065331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950982,0.0001502389,0.000002949015,0.001766325,0.00006144196,0.002251712,0.00003700758,0.00005114095,0.0005810008],"genre_scores_gemma":[0.9962804,0.000006089615,0.00002482775,0.002128107,0.00004002858,0.0002250914,0.0009989748,0.0000358184,0.0002606429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050524,"threshold_uncertainty_score":0.9989461,"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."}}