{"id":"W2009040856","doi":"10.1038/sj.ejcn.1602574","title":"Increased body fat percentage and physical inactivity are independent predictors of gestational diabetes mellitus in South Asian women","year":2006,"lang":"en","type":"article","venue":"European Journal of Clinical Nutrition","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Population Health Research Institute; McMaster University","funders":"","keywords":"Gestational diabetes; Medicine; Diabetes mellitus; Body mass index; Internal medicine; Endocrinology; Gestation; Obstetrics; Pregnancy; Biology","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":[0.0005613375,0.0005362455,0.0005064146,0.0008085569,0.0005378697,0.0007478187,0.0005495703,0.0007074818,0.00237763],"category_scores_gemma":[0.002292139,0.000738411,0.0008014013,0.001298333,0.0004951195,0.0004920276,0.0004115371,0.001228728,0.0002823306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392512,"about_ca_system_score_gemma":0.0005734944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009725693,"about_ca_topic_score_gemma":0.008346179,"domain_scores_codex":[0.9997328,0.00008841316,0.00003633053,0.00004536218,0.00004089246,0.00005623984],"domain_scores_gemma":[0.9980639,0.0005653488,0.000731322,0.0001427768,0.00009250443,0.0004042389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681641,0.00003341499,0.9988147,0.000007413946,0.00004566177,0.0001479677,0.00007439071,0.00001408758,0.0002561104,0.000008415671,0.00001890053,0.0004106688],"study_design_scores_gemma":[0.000006868155,0.00007220166,0.9990293,0.000005034519,0.00007412572,0.0002572229,0.0002758823,0.0001688227,0.00004803947,0.00001826648,0.00004096849,0.000003346039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999127,0.0002674916,0.00004306393,0.00008165358,0.00001342937,0.00000284172,0.00008154698,0.000003126095,0.0003798016],"genre_scores_gemma":[0.999437,0.0001816745,0.00006712199,0.00002309075,0.00001975708,0.00000468471,0.00008221621,0.000002444669,0.0001819631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009725693,"threshold_uncertainty_score":0.01933813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035732648003658,"score_gpt":0.3074581618849863,"score_spread":0.2871008354049497,"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."}}