{"id":"W2892991152","doi":"10.2337/db18-0203","title":"Genetic Determinants of Glycemic Traits and the Risk of Gestational Diabetes Mellitus","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Human Genome Research Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Fonds de Recherche du Québec - Santé; Robert Wood Johnson Foundation; American Diabetes Association","keywords":"Gestational diabetes; Internal medicine; Endocrinology; Glycemic; Type 2 diabetes; Insulin; Insulin resistance; Diabetes mellitus; Medicine; Pregnancy; Population; Gestation; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003327578,0.0001040019,0.0002899238,0.0001103273,0.00005773577,0.000009328939,0.0001015475,0.00003438559,0.00008079567],"category_scores_gemma":[0.0005408395,0.00006762529,0.000071656,0.0001532548,0.0008692724,0.00004438647,0.00005870873,0.00007384106,0.00001070132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000936304,"about_ca_system_score_gemma":0.00004863095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002330227,"about_ca_topic_score_gemma":0.000007830387,"domain_scores_codex":[0.9988331,0.00009192795,0.0002943764,0.0001641607,0.0003543677,0.0002620837],"domain_scores_gemma":[0.9987746,0.0005880847,0.0001514787,0.0001359524,0.0002626928,0.00008714938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003143987,0.0001398669,0.8779303,0.0007244596,0.0003334066,0.000001298356,0.0005404454,0.000009422775,0.01282166,0.0009506223,0.0003710599,0.1058631],"study_design_scores_gemma":[0.002413255,0.0006037984,0.9610862,0.0001067646,0.0001562673,3.20643e-7,0.00006304627,0.003753102,0.02791878,0.003589832,0.0002423873,0.00006623309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968827,0.001999682,0.00001585078,0.00016457,0.00002749012,0.0003909682,0.00006798709,0.000008816337,0.0004419034],"genre_scores_gemma":[0.9978958,0.0004372818,0.001333001,0.0001186073,0.00005824511,0.00004077435,0.000009221732,0.00001156745,0.00009546141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057968,"threshold_uncertainty_score":0.320287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069925401721422,"score_gpt":0.2648393622786527,"score_spread":0.2541401082614385,"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."}}