{"id":"W3027787241","doi":"10.1371/journal.pmed.1003112","title":"Amino acid and lipid metabolism in post-gestational diabetes and progression to type 2 diabetes: A metabolic profiling study","year":2020,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Banting and Best Diabetes Centre, University of Toronto; University of Toronto; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Janssen Pharmaceuticals; Government of Ontario","keywords":"Gestational diabetes; Medicine; Type 2 diabetes; Diabetes mellitus; Prospective cohort study; Cohort study; Pregnancy; Internal medicine; Obstetrics; Endocrinology; Gestation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008591138,0.0003546884,0.0002694452,0.0005565772,0.0005233081,0.0005748958,0.0003310469,0.0005644108,0.0006356564],"category_scores_gemma":[0.001607102,0.0003981947,0.0004223549,0.001158414,0.0001840118,0.0004218702,0.0004568092,0.0005891614,0.0001988893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003857,"about_ca_system_score_gemma":0.000353207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747595,"about_ca_topic_score_gemma":0.005475139,"domain_scores_codex":[0.9996026,0.0001434405,0.00003805855,0.0001065342,0.00005564665,0.0000537926],"domain_scores_gemma":[0.9991972,0.00009447647,0.0002843284,0.0001287348,0.0001074846,0.0001878223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004872024,0.0001739111,0.9971129,0.00001073475,0.00009707773,0.0000863684,0.0001289586,0.00002043017,0.0004466587,0.0000136293,0.00006706643,0.001355135],"study_design_scores_gemma":[0.00002165164,0.0002060065,0.9991425,0.000004418697,0.00004946311,0.000166432,0.0001238696,0.00008476183,0.00005401619,0.00001151315,0.0001326817,0.000002605401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992418,0.0001589592,0.0001037539,0.00002637203,0.000003933078,0.00002122458,0.0002617226,0.000002055862,0.0001801732],"genre_scores_gemma":[0.9990078,0.0001213961,0.0003116873,0.00004887228,0.000007174925,0.00002859422,0.0003069346,0.000001789902,0.0001657695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005747595,"threshold_uncertainty_score":0.01142824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397037775102503,"score_gpt":0.3166774555327003,"score_spread":0.2827070777816753,"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."}}