{"id":"W4411020489","doi":"10.2337/dc25-0480","title":"Effects of a Province-Wide Change in Gestational Diabetes Mellitus Screening Policy on Treatment and Newborn Birth Weight","year":2025,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Gestational diabetes; Birth weight; Obstetrics; Incidence (geometry); Percentile; Diabetes mellitus; Pregnancy; Gestational age; Weight change; Gestation; Pediatrics; Obesity; Weight loss; Internal medicine; 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":[0.003020378,0.0003581898,0.0006081165,0.0006630376,0.0006793934,0.001371721,0.001442408,0.001197062,0.001848368],"category_scores_gemma":[0.0155039,0.0003493525,0.001688394,0.001824262,0.0008691997,0.0003553666,0.0009655134,0.001358865,0.000156505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01505893,"about_ca_system_score_gemma":0.01999738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9227455,"about_ca_topic_score_gemma":0.8658136,"domain_scores_codex":[0.9949707,0.001765904,0.000389011,0.0007088908,0.0007313097,0.001434065],"domain_scores_gemma":[0.9894887,0.00204885,0.004151292,0.000769395,0.00179386,0.001747916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001430429,0.0002200167,0.9871781,0.00007828316,0.0006921205,0.0001469924,0.0001628794,0.003717509,0.0003252073,0.0001796687,0.0007985762,0.005070243],"study_design_scores_gemma":[0.00007865424,0.0002120423,0.9964017,0.00002787887,0.0001699359,0.00003904708,0.0002922334,0.002228354,0.0001046668,0.0000271665,0.0004086278,0.000009739861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940025,0.0008433691,0.0002945949,0.001468264,0.00006332234,0.00003677139,0.002365978,0.00003078562,0.0008944183],"genre_scores_gemma":[0.9982539,0.0001955867,0.0001671604,0.0002443368,0.00001241862,0.00001419234,0.000748449,0.00000393885,0.0003600935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9227455,"threshold_uncertainty_score":0.1554189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213857329143122,"score_gpt":0.2801718606658569,"score_spread":0.2680332873744257,"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."}}