{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000531716,0.0002132895,0.0006286468,0.00006299122,0.0001217971,0.0000572905,0.0002067501,0.0001421202,0.00001180837],"category_scores_gemma":[0.0009894918,0.0001577172,0.0001745053,0.0001856099,0.0002346067,0.00001080183,0.0002140297,0.0001350677,0.000003366373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000340722,"about_ca_system_score_gemma":0.00002170263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002595974,"about_ca_topic_score_gemma":0.000001449427,"domain_scores_codex":[0.9982966,0.0001770452,0.0003420934,0.0004410142,0.000221912,0.0005213247],"domain_scores_gemma":[0.999093,0.00006007905,0.0001295615,0.0002243707,0.0002205782,0.0002724027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004974423,0.0001885109,0.9166875,0.0007211415,0.0002019328,1.727884e-7,0.0001089783,9.241046e-8,0.02400892,0.00006991453,0.008706239,0.04925679],"study_design_scores_gemma":[0.00204726,0.0006483602,0.9529561,0.00005832706,0.0000768008,3.494782e-8,0.00002021365,0.000004368758,0.02125905,0.0001537256,0.02251454,0.0002612768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319256,0.06615111,0.000008375991,0.0005515889,0.00005776343,0.001035276,0.0001566687,0.000005762033,0.0001078395],"genre_scores_gemma":[0.9760514,0.02228425,0.0001952029,0.0006539479,0.00009684034,0.000205363,0.0002611306,0.00003033587,0.0002214905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04899552,"threshold_uncertainty_score":0.6431522,"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."}}