{"id":"W3173874680","doi":"10.2337/db21-165-lb","title":"165-LB: Development of Subsequent Diabetes Mellitus after Gestational Diabetes among Immigrant Women: Population-Based Cohort Study","year":2021,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Gestational diabetes; Medicine; Hazard ratio; Demography; Confidence interval; Population; Relative risk; Diabetes mellitus; Proportional hazards model; Cohort study; Pregnancy; Cohort; Obstetrics; Gestation; Internal medicine; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004979007,0.0004093741,0.0002597923,0.0005365537,0.001115979,0.0007422648,0.0006600284,0.0005967248,0.001677789],"category_scores_gemma":[0.0009528197,0.0004376603,0.000712703,0.001235664,0.000245531,0.0003639799,0.0006463,0.0007622485,0.0004993498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165174,"about_ca_system_score_gemma":0.002005768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2546239,"about_ca_topic_score_gemma":0.3198361,"domain_scores_codex":[0.9996539,0.00004409874,0.00002908015,0.00008717979,0.00007879276,0.0001069413],"domain_scores_gemma":[0.9995052,0.00001902436,0.0001604128,0.00006389325,0.0001092449,0.0001422568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009974522,0.00003392983,0.9988193,0.00000773277,0.00005394539,0.00006367545,0.00007432474,0.000009531539,0.0001331257,0.0000133312,0.000200157,0.0004911835],"study_design_scores_gemma":[0.00001706092,0.00006181782,0.999014,0.00001188699,0.00003369124,0.0001231082,0.0002798466,0.00007167587,0.00002246916,0.000008991185,0.0003508543,0.000004561123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966264,0.0001975725,0.00008056145,0.00006016857,0.0000167992,0.0000397279,0.002497258,0.000004833262,0.0004767483],"genre_scores_gemma":[0.9965737,0.000237828,0.0001901235,0.0001128357,0.00001537389,0.00005219832,0.00199747,0.000004001239,0.0008165066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546239,"threshold_uncertainty_score":0.5062837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019313804442028,"score_gpt":0.2542345655319704,"score_spread":0.2440414274875501,"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."}}