{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001223227,0.0003536633,0.0009842466,0.0007370085,0.000133318,0.000106471,0.0002053772,0.0001016242,0.000009688215],"category_scores_gemma":[0.006659984,0.0003004562,0.0001216023,0.000388305,0.0001615369,0.0003375116,0.0001089036,0.0003411704,0.000001673316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181931,"about_ca_system_score_gemma":0.0001173305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007338313,"about_ca_topic_score_gemma":0.000140828,"domain_scores_codex":[0.9964103,0.000318424,0.001104288,0.0003800218,0.001053977,0.0007330134],"domain_scores_gemma":[0.9923135,0.005861148,0.0007643984,0.0002377164,0.0004239031,0.0003993508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004210319,0.0008043614,0.9865664,0.0006391281,0.0002567366,0.000003385785,0.0004995612,0.0002406298,0.006337202,0.00007446453,0.002315286,0.002258693],"study_design_scores_gemma":[0.003577959,0.001186566,0.9835685,0.0007029762,0.0001930429,6.444402e-7,0.0007283614,0.005767518,0.002586394,0.0006035251,0.0009989524,0.00008553686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965167,0.001634129,0.00006020915,0.0006132964,0.00006466545,0.0008215588,0.00005687931,0.00002333506,0.0002092185],"genre_scores_gemma":[0.9976398,0.00003167809,0.001192534,0.000465319,0.00004983318,0.00005113997,0.00009008119,0.00004376918,0.0004358141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005542724,"threshold_uncertainty_score":0.9999447,"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."}}