{"id":"W4387358332","doi":"10.1210/jendso/bvad114.745","title":"THU310 A Presentation Of Diabetic Ketoacidosis In Gestational Diabetes","year":2023,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Polyuria; Gestational diabetes; Polydipsia; Diabetes mellitus; Pregnancy; Diabetic ketoacidosis; Obstetrics; Internal medicine; Ketoacidosis; Endocrinology; Metformin; Gestation; Type 1 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308789,0.001033499,0.0005918962,0.00153962,0.001447833,0.000862001,0.0007697362,0.002577213,0.007746655],"category_scores_gemma":[0.002289529,0.0003666726,0.0005312792,0.001156492,0.0006083974,0.0009151894,0.001068437,0.002055877,0.001444796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199347,"about_ca_system_score_gemma":0.0007243741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803327,"about_ca_topic_score_gemma":0.002049722,"domain_scores_codex":[0.9995864,0.00006197038,0.00003566208,0.0000864143,0.00006406485,0.0001654893],"domain_scores_gemma":[0.9993381,0.000120277,0.0001266142,0.00003783145,0.00004960091,0.0003275712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005436808,0.00003220204,0.01085014,0.00002557908,0.000004010237,0.9838924,0.00008898132,0.00004802274,0.0007855945,0.0004774981,0.00140787,0.002333249],"study_design_scores_gemma":[0.00001396399,0.00008494197,0.009434717,0.00006464362,0.00000646516,0.9870974,0.0002008211,0.000210881,0.0002461255,0.0005224788,0.002106556,0.00001091379],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8649708,0.008159894,0.002908767,0.01306662,0.001708555,0.000327626,0.0008855611,0.000245454,0.1077267],"genre_scores_gemma":[0.9904975,0.001106985,0.0008960533,0.001840791,0.0005414287,0.00004658715,0.0002710457,0.00002677189,0.004772907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007746655,"threshold_uncertainty_score":0.02591521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006903961950965487,"score_gpt":0.2487612556520254,"score_spread":0.24185729370106,"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."}}