{"id":"W3097810347","doi":"","title":"Maternal and Neonatal Outcomes in Twin Pregnancies Complicated With Gestational Diabetes Mellitus Compared to Twin Pregnancies Without Gestational Diabetes Mellitus: A Population-based Retrospective Cohort Study of Nova Scotia Births","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Obstetrics; Nova scotia; Diabetes mellitus; Retrospective cohort study; Twin Pregnancy; Cohort study; Population; Cohort; Pregnancy; Gestation; Gynecology; Surgery; Endocrinology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004564179,0.0003889682,0.0005688721,0.001390905,0.001055074,0.001027687,0.0006701177,0.0005912136,0.001541238],"category_scores_gemma":[0.002882969,0.0006859181,0.0008110981,0.003003128,0.0005173906,0.0003907787,0.001231913,0.000631186,0.0002565697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224205,"about_ca_system_score_gemma":0.00240132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5502023,"about_ca_topic_score_gemma":0.528814,"domain_scores_codex":[0.9992684,0.0001111683,0.00008688435,0.0001982232,0.0001313616,0.0002040689],"domain_scores_gemma":[0.9979392,0.0002507335,0.0009023218,0.0001742679,0.0003068708,0.0004265833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008084999,0.00001095883,0.9990233,0.000006621221,0.00005692566,0.0001932624,0.000168247,0.00001845239,0.0001270101,0.00001155118,0.00007182694,0.0002310177],"study_design_scores_gemma":[0.000003101678,0.00001656439,0.9994146,0.000007446403,0.00001672439,0.0001306353,0.0003292004,0.00002895203,0.000008822244,0.000003589784,0.00003790152,0.000002543776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981659,0.0002169455,0.00002118117,0.00003181712,0.00000780882,0.000007976942,0.001189063,0.000001199906,0.0003580502],"genre_scores_gemma":[0.9984052,0.0003242356,0.00004026671,0.00002834669,0.000004858916,0.00001502814,0.0008356565,0.000002427169,0.0003440118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497977,"threshold_uncertainty_score":0.9048933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528317122222034,"score_gpt":0.2859509266917118,"score_spread":0.2706677554694915,"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."}}