{"id":"W3087277183","doi":"10.1002/dmrr.3408","title":"Features and long‐term outcomes of patients hospitalized for diabetic ketoacidosis","year":2020,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Diabetic ketoacidosis; Medicine; Diabetes mellitus; Pediatrics; Cohort; Complication; Ketoacidosis; Internal medicine; Type 1 diabetes; Endocrinology","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":[0.0005070365,0.0002257693,0.0003398442,0.0006718382,0.0005743068,0.0007863235,0.0003185309,0.0003621621,0.00143216],"category_scores_gemma":[0.002912644,0.0001736666,0.0005974213,0.0008375507,0.0002424079,0.0006519746,0.0006521872,0.000864166,0.000167211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305887,"about_ca_system_score_gemma":0.0004434621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653885,"about_ca_topic_score_gemma":0.003727812,"domain_scores_codex":[0.9994959,0.000077968,0.0001139841,0.00009015183,0.00009592596,0.0001260948],"domain_scores_gemma":[0.9969574,0.0002711432,0.001759278,0.00007527194,0.0002301736,0.000706717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003719048,0.00001401532,0.9994474,0.000004752112,0.00001672127,0.00006131206,0.00002096514,0.00001142213,0.00002029068,0.000004084206,0.00003760336,0.000324141],"study_design_scores_gemma":[0.000002751808,0.00005822865,0.9991611,0.0000121283,0.00001768241,0.000408748,0.0001888956,0.00005630328,0.00001707932,0.00001587581,0.0000579484,0.000003205026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987495,0.0004400731,0.00002975651,0.00007510351,0.00001348364,0.000005211924,0.0003462939,0.000002204156,0.0003384888],"genre_scores_gemma":[0.9993168,0.0001439502,0.00002830258,0.00002361109,0.00001424529,0.000003600775,0.0004329646,7.356821e-7,0.00003569006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002653885,"threshold_uncertainty_score":0.005276918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953936148772424,"score_gpt":0.3179336110904127,"score_spread":0.2883942496026884,"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."}}