{"id":"W2123822799","doi":"10.1111/1753-0407.12255","title":"Outcomes of singleton and twin pregnancies complicated by pre‐existing diabetes and gestational diabetes: A population‐based study in <scp>A</scp>lberta, <scp>C</scp>anada, 2005–11","year":2014,"lang":"en","type":"article","venue":"Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Government of Alberta; Ministry of Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Singleton; Gestational diabetes; Diabetes mellitus; Obstetrics; Population; Pregnancy; Gestation; Endocrinology","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":[0.0005576852,0.0003297759,0.0003739842,0.0007574733,0.00101101,0.000826362,0.0006177986,0.0004877869,0.0007921721],"category_scores_gemma":[0.001583754,0.0005094908,0.0004399077,0.001658269,0.0004350182,0.0002555229,0.0004948395,0.0006399143,0.0001362628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282137,"about_ca_system_score_gemma":0.002187293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5666365,"about_ca_topic_score_gemma":0.6053838,"domain_scores_codex":[0.9994366,0.00007109973,0.00004471342,0.0001181376,0.0002057298,0.0001237708],"domain_scores_gemma":[0.9988212,0.00009547819,0.0004069793,0.00007644355,0.0002098019,0.0003901115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005775086,0.00002220146,0.9991197,0.000004689489,0.00003581615,0.00009177079,0.0001351018,0.00001855026,0.00009016381,0.000008777493,0.00005566285,0.0003598613],"study_design_scores_gemma":[0.000004547609,0.00003667238,0.9994662,0.000004408299,0.00001639163,0.0001533439,0.0001954506,0.00004681004,0.00001305756,0.000006993836,0.00005365411,0.000002584193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992173,0.0001637932,0.00002626767,0.00002481173,0.000003653322,0.000007670858,0.0003364868,0.000001381618,0.0002186653],"genre_scores_gemma":[0.9992329,0.0001573411,0.00004273183,0.00002443092,0.000003731437,0.000005448567,0.0003650466,9.345592e-7,0.0001675219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333635,"threshold_uncertainty_score":0.8718313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955154939630565,"score_gpt":0.2819165656657227,"score_spread":0.262365016269417,"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."}}