{"id":"W2127231569","doi":"10.2337/dc08-0126","title":"Isolated Hyperglycemia at 1 Hour on Oral Glucose Tolerance Test in Pregnancy Resembles Gestational Diabetes Mellitus in Predicting Postpartum Metabolic Dysfunction","year":2008,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; Canada Research Chairs; Canadian Diabetes Association","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Internal medicine; Impaired glucose tolerance; Pregnancy; Endocrinology; Gestation; Birth weight; Glucose tolerance test; Obstetrics; Insulin resistance; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001933325,0.0003243217,0.0005078355,0.0006369885,0.0001683893,0.00003081752,0.0001595775,0.0001406043,0.000089493],"category_scores_gemma":[0.000851679,0.0003126512,0.0001136501,0.0008582589,0.00009381318,0.0002804223,0.0001091786,0.0004279488,0.0001726518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020441,"about_ca_system_score_gemma":0.000151714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004803444,"about_ca_topic_score_gemma":0.000191427,"domain_scores_codex":[0.9970109,0.0001417142,0.0005137482,0.0006134544,0.0008038557,0.0009163458],"domain_scores_gemma":[0.9984829,0.0004934549,0.0001155652,0.0003455308,0.0003209286,0.0002415708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001974645,0.0003358224,0.9796003,0.000449615,0.00004999339,0.0001079323,0.0007800914,0.001470734,0.007502468,0.00004629016,0.0004229436,0.009036379],"study_design_scores_gemma":[0.003393119,0.0008555704,0.9747515,0.001285313,0.00003571813,0.000001981384,0.000328207,0.008558642,0.009390439,0.00006336738,0.001059551,0.000276634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882337,0.008927185,0.000002671293,0.0004925871,0.0001529974,0.001015208,0.0001687433,0.0001006415,0.0009062491],"genre_scores_gemma":[0.9958075,0.00155366,0.0002423349,0.0003680187,0.00008664174,0.0004170551,0.001123901,0.00005333082,0.0003475891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008759745,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702474915983734,"score_gpt":0.2560729094821657,"score_spread":0.2390481603223284,"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."}}