{"id":"W2261271744","doi":"10.24095/hpcdp.35.5.01","title":"Impact of pre-pregnancy diabetes mellitus on congenital anomalies, Canada, 2002–2012","year":2015,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; St. Michael's Hospital; Children's & Women's Health Centre of British Columbia; University of Calgary; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; McGill University","keywords":"Medicine; Pregnancy; Odds ratio; Confidence interval; Population; Pediatrics; Obstetrics; Live birth; Gestational diabetes; Birth weight; Type 1 diabetes; Diabetes mellitus; Gestation; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869569,0.0001238685,0.0002201084,0.00009359399,0.00004772848,0.000007974389,0.00004977591,0.00001887215,0.000386012],"category_scores_gemma":[0.00007161697,0.0001120455,0.00004035067,0.0001480279,0.00002971425,0.00009141146,0.00002631151,0.000106291,0.000001555087],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004189896,"about_ca_system_score_gemma":0.0331164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598372,"about_ca_topic_score_gemma":0.9944011,"domain_scores_codex":[0.9983189,0.0001427802,0.0003407763,0.0002144159,0.0005834327,0.0003997021],"domain_scores_gemma":[0.998635,0.00002680974,0.0001238383,0.0001715304,0.0001239547,0.0009188547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007574396,0.002480202,0.6540585,0.009705817,0.0005055676,0.0001403736,0.0001955793,0.001909692,0.0000234802,0.001347152,0.1114087,0.2174676],"study_design_scores_gemma":[0.002219908,0.00127324,0.9916826,0.0008672669,0.00002258448,8.039401e-7,0.00005416064,0.001828406,0.00001194961,0.0001974428,0.001738222,0.0001034514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834732,0.01227919,0.00001878475,0.002228778,0.000135115,0.001181097,0.0002280025,0.000008463982,0.0004473335],"genre_scores_gemma":[0.997556,0.0004600885,0.00001830592,0.0001298096,0.00002876605,0.0001077112,0.0002508555,0.00001059465,0.001437854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376241,"threshold_uncertainty_score":0.9996328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224667902988175,"score_gpt":0.3370492015416076,"score_spread":0.3048025225117258,"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."}}