{"id":"W4384831298","doi":"10.1016/j.jcjd.2023.07.007","title":"Temporal Trends in Type 1, Type 2, and Gestational Diabetes in Pregnancy: Impact of Rural Residence, Ethnicity, and Material Deprivation","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Health; University of Alberta","keywords":"Medicine; Ethnic group; Residence; Gestational diabetes; Type 2 diabetes; Pregnancy; Obstetrics; Demography; Diabetes mellitus; Gestation; Endocrinology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0008025492,0.0001765299,0.0002374821,0.0009670809,0.0004979887,0.0007427807,0.0005502124,0.0005102796,0.003713703],"category_scores_gemma":[0.00312715,0.0002517473,0.00067407,0.002790376,0.000298011,0.0008768815,0.0007483734,0.0007737523,0.0002873846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491842,"about_ca_system_score_gemma":0.001268255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1573188,"about_ca_topic_score_gemma":0.1646553,"domain_scores_codex":[0.999429,0.0001147566,0.00007059019,0.0001391931,0.00007016145,0.0001762102],"domain_scores_gemma":[0.9981194,0.000315893,0.0007315449,0.0001295893,0.0003345033,0.0003691255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616455,0.00001982652,0.9978236,0.00001274882,0.00006570099,0.00003769484,0.0001700466,0.00006957929,0.00007542116,0.0000996875,0.000199957,0.00126405],"study_design_scores_gemma":[0.000002679671,0.0000281332,0.9986107,0.000007853968,0.00002702833,0.00008665759,0.0006387189,0.0002354991,0.00001473171,0.00003801313,0.0003062882,0.000003765853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915934,0.001538815,0.0001358503,0.0004306504,0.00001468451,0.00000691317,0.004470263,0.00001155477,0.001798089],"genre_scores_gemma":[0.9975716,0.0005960934,0.00008428738,0.00003690518,0.00001262605,0.000007719063,0.00132044,0.000004624373,0.0003656606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573188,"threshold_uncertainty_score":0.3128061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824812573645944,"score_gpt":0.3114260144039616,"score_spread":0.2831778886675021,"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."}}