{"id":"W4388270821","doi":"10.1016/j.jcjd.2023.10.340","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 Diabetes","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; Nursing; Endocrinology","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":[0.0009742438,0.0006555973,0.001195318,0.001722939,0.004524326,0.002786997,0.002425874,0.00163703,0.002853295],"category_scores_gemma":[0.003772414,0.001158794,0.002017966,0.009052907,0.001401866,0.000929246,0.001475966,0.002383564,0.0002570905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04498145,"about_ca_system_score_gemma":0.05259593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952065,"about_ca_topic_score_gemma":0.9964653,"domain_scores_codex":[0.9974776,0.0002282203,0.0002192857,0.0004250458,0.0007298003,0.0009201447],"domain_scores_gemma":[0.995221,0.0003516618,0.001241694,0.0001495446,0.001651956,0.001384247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403801,0.0001368566,0.9954099,0.00006723791,0.0002428471,0.0001216523,0.0007473494,0.00006813229,0.00009292141,0.0001368407,0.0009004956,0.001935328],"study_design_scores_gemma":[0.00004744087,0.00005427687,0.9967264,0.0001049315,0.0001643847,0.00009310102,0.001989343,0.0002342904,0.0000283947,0.00003943285,0.000493712,0.00002427227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906171,0.00219099,0.0001259945,0.00085206,0.0000407189,0.00008271264,0.004088225,0.00001230179,0.001989917],"genre_scores_gemma":[0.9958067,0.001462925,0.0002421981,0.000419878,0.00001939386,0.00003594478,0.001302425,0.00001013877,0.0007003922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498145,"threshold_uncertainty_score":0.3263648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001749065691594,"score_gpt":0.337102390820698,"score_spread":0.2870849001637821,"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."}}