{"id":"W1976571746","doi":"10.2337/dc12-1368","title":"Balancing Weight and Glucose in Gestational Diabetes Mellitus","year":2012,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gestational diabetes; Overweight; Pregnancy; Diabetes mellitus; Fetal macrosomia; Obstetrics; Population; Obesity; Shoulder dystocia; Endocrinology; Gestation; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005853106,0.0006705585,0.001778746,0.002103334,0.001412634,0.004122251,0.001738245,0.007954191,0.002466446],"category_scores_gemma":[0.02798779,0.0004987887,0.0006706672,0.002143148,0.003150767,0.004318754,0.00204246,0.01400481,0.0008765587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805617,"about_ca_system_score_gemma":0.002001439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950428,"about_ca_topic_score_gemma":0.005415808,"domain_scores_codex":[0.9942549,0.002661264,0.0008880261,0.0004224662,0.001454147,0.0003192764],"domain_scores_gemma":[0.9836865,0.0116794,0.001549451,0.0003247783,0.001404607,0.001355304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005803551,0.0001704666,0.01707537,0.001739481,0.0001920634,0.001940146,0.0013576,0.0003080113,0.0002458095,0.01802514,0.4849403,0.4734252],"study_design_scores_gemma":[0.0002111901,0.0004225673,0.02227895,0.008096017,0.0003924961,0.003514783,0.001933228,0.0006237242,0.0001635854,0.04418884,0.9180389,0.0001356803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002941861,0.3004273,0.000602735,0.5525512,0.1350348,0.00002395387,0.000062769,0.00002631576,0.008329041],"genre_scores_gemma":[0.02824244,0.2821401,0.001108877,0.1711092,0.5143784,0.00006702248,0.00009217314,0.00005431892,0.002807423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007954191,"threshold_uncertainty_score":0.03095454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023455017543225,"score_gpt":0.2483775977682745,"score_spread":0.2381430475928422,"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."}}