{"id":"W4319335650","doi":"10.4093/dmj.2022.0348","title":"Gestational Diabetes Mellitus and Its Implications across the Life Span","year":2023,"lang":"en","type":"review","venue":"Diabetes & Metabolism Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Gestational diabetes; Medicine; Pregnancy; Diabetes mellitus; Offspring; Type 2 Diabetes Mellitus; Disease; Obstetrics; Type 2 diabetes; Intensive care medicine; Gestation; Endocrinology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001996277,0.000611259,0.001835439,0.0004828079,0.0008350195,0.0005403701,0.000590201,0.0002350089,0.0002326513],"category_scores_gemma":[0.001864593,0.0003852216,0.0007187845,0.0009620811,0.0002277361,0.0002675045,0.0003783365,0.001477266,0.0006334969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009157901,"about_ca_system_score_gemma":0.0006660392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001828251,"about_ca_topic_score_gemma":0.000001766155,"domain_scores_codex":[0.9953929,0.0004550125,0.001155614,0.0005715249,0.001082032,0.001342891],"domain_scores_gemma":[0.9958257,0.001401539,0.0006381259,0.0005060156,0.0006310291,0.0009975834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005292336,0.0001334449,0.0003605786,0.01102256,0.003037981,0.00001674663,0.0001767195,0.000008157631,0.000009414121,0.004411215,0.01304834,0.9677696],"study_design_scores_gemma":[0.0005422439,0.00005993635,0.02521138,0.002837706,0.002499897,0.00002418975,0.00008227196,0.00007409527,0.000003372863,0.001461159,0.9668449,0.0003588324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00266318,0.991533,0.00001123127,0.002890217,0.0004665499,0.001524072,0.0006452315,0.00007640765,0.000190042],"genre_scores_gemma":[0.0002603029,0.9942813,0.0001923848,0.0008211819,0.001423524,0.0006251336,0.0005487197,0.0001326941,0.001714747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674107,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906751096016543,"score_gpt":0.3923765907106309,"score_spread":0.3133090797504654,"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."}}