{"id":"W4399687945","doi":"10.2337/db24-1440-p","title":"1440-P: C-Peptide Preservation and Diabetic Ketoacidosis (DKA) Risk in Type 1 Diabetes","year":2024,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic ketoacidosis; Medicine; Diabetes mellitus; Type 1 diabetes; Internal medicine; Hazard ratio; Incidence (geometry); Endocrinology; C-peptide; Hypoglycemia; Insulin; Exenatide; Type 2 diabetes; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715796,0.0003112627,0.0004177132,0.0005213015,0.0002587477,0.0008891955,0.0005623716,0.0004982145,0.007519138],"category_scores_gemma":[0.006208908,0.0001878014,0.0009535241,0.001360544,0.0002917548,0.0003984059,0.0006311472,0.0008206727,0.0004219672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672875,"about_ca_system_score_gemma":0.0005977936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424669,"about_ca_topic_score_gemma":0.00213385,"domain_scores_codex":[0.9991407,0.0003878532,0.00008227395,0.0001862565,0.0001362723,0.00006661814],"domain_scores_gemma":[0.9965725,0.001456271,0.001203013,0.0002089034,0.0001697456,0.0003896136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004471157,0.0001460684,0.9675272,0.0004766929,0.0009404941,0.0001034102,0.00005531414,0.0005326766,0.000233757,0.0001817781,0.00162546,0.02370592],"study_design_scores_gemma":[0.0002316342,0.00064092,0.9940459,0.0001414223,0.0008466662,0.0003510997,0.00004723016,0.001394567,0.000201331,0.0005287048,0.001556949,0.00001346908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798428,0.007741664,0.001006594,0.0008883313,0.000132988,0.00006422558,0.006259912,0.00005083827,0.00401249],"genre_scores_gemma":[0.9946758,0.001124516,0.001063825,0.0001639663,0.0001582864,0.00007101247,0.001917107,0.00001640395,0.0008090439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007519138,"threshold_uncertainty_score":0.02515399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005516189470608723,"score_gpt":0.2162464942924706,"score_spread":0.2107303048218619,"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."}}