{"id":"W4387338021","doi":"10.1016/j.cjca.2023.06.337","title":"PHARMACEUTICAL TREATMENT OF GESTATIONAL DIABETES MELLITUS AND OBSTETRICAL INTERVENTIONS AND NEONATAL OUTCOMES: A POPULATION-BASED STUDY IN CANADA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Gestational diabetes; Neonatal intensive care unit; Obstetrics; Psychological intervention; Pregnancy; Diabetes mellitus; Population; Gestational age; Pediatrics; Gestation; Intensive care medicine; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009145443,0.0006317996,0.001149807,0.001666779,0.004295197,0.002716655,0.002301443,0.001572059,0.002863205],"category_scores_gemma":[0.003739946,0.001106967,0.001935113,0.008668959,0.001387057,0.000887953,0.001413407,0.002317824,0.0002524292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04188792,"about_ca_system_score_gemma":0.04837796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944487,"about_ca_topic_score_gemma":0.9959268,"domain_scores_codex":[0.9976066,0.00021425,0.0002072102,0.0004123355,0.0006821298,0.0008774254],"domain_scores_gemma":[0.9952701,0.0003528296,0.001251449,0.0001502949,0.001603251,0.001372029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298048,0.0001215148,0.9957631,0.00005916473,0.0002202328,0.0001219922,0.0006724666,0.00006471771,0.00009115621,0.000134521,0.0008230293,0.001798361],"study_design_scores_gemma":[0.00004397634,0.00005155254,0.9969896,0.00009516624,0.0001525403,0.00009488214,0.001800053,0.0002286257,0.00002715825,0.00003818734,0.0004556584,0.00002245491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991096,0.001993322,0.0001253629,0.0008293209,0.00003802417,0.00007624177,0.003844503,0.0000118763,0.001985218],"genre_scores_gemma":[0.9961236,0.00131855,0.0002325809,0.0004023641,0.00001907415,0.00003178238,0.001203761,0.0000099139,0.0006582825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04188792,"threshold_uncertainty_score":0.3039196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576582587925172,"score_gpt":0.3467978736889894,"score_spread":0.2910320478097377,"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."}}