{"id":"W2606237119","doi":"10.23907/2016.028","title":"Liver Pathology in First Presentation Diabetic Ketoacidosis at Autopsy","year":2016,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Diabetes mellitus; Autopsy; Ketoacidosis; Forensic pathology; Fatty liver; Steatosis; Cause of death; Disease; Internal medicine; Pediatrics; Gastroenterology; Pathology; 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":[0.0001856641,0.0002255248,0.0004355929,0.0002034914,0.00006247078,0.000002440478,0.0001099794,0.0003970994,0.0003964683],"category_scores_gemma":[0.0002440043,0.0001519139,0.0001231682,0.0001593054,0.0003237793,0.0001009954,0.0001393386,0.0002225555,0.000613679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708523,"about_ca_system_score_gemma":0.00005848483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003112903,"about_ca_topic_score_gemma":0.00007349852,"domain_scores_codex":[0.9982208,0.0001388411,0.0003933937,0.0005526942,0.0001789128,0.000515331],"domain_scores_gemma":[0.9989141,0.0003734267,0.0001209395,0.0003623327,0.00005034926,0.0001789116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847047,0.0001825828,0.9634392,0.0000467202,0.00005031171,0.002645463,0.000698603,0.000001153039,0.006461026,0.000733247,0.004515585,0.02104139],"study_design_scores_gemma":[0.004108941,0.0003450325,0.9822551,0.0001821481,0.0002116856,0.0006580124,0.00003569285,0.00003266603,0.009612635,0.001054778,0.001321126,0.0001821535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905145,0.001992972,0.00003568714,0.00585768,0.000293726,0.0005403364,0.00004119967,0.00007526868,0.0006486193],"genre_scores_gemma":[0.9945409,0.002625291,0.000210653,0.00135078,0.0001372967,0.0002887846,0.00005160207,0.00002922624,0.0007654164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02085923,"threshold_uncertainty_score":0.7887807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024789055695654,"score_gpt":0.2746837214635028,"score_spread":0.2544358309065463,"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."}}