{"id":"W4318693034","doi":"10.21203/rs.3.rs-2467653/v1","title":"Clinical profile of patients with diabetic ketoacidosis and hyperglycemic hyperosmolar syndrome in Japan: A multicenter retrospective cohort study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Retrospective cohort study; Diabetes mellitus; Intensive care unit; Medical record; Cohort; Pediatrics; Internal medicine; Surgery","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":[0.0007922651,0.000457842,0.000796149,0.001085116,0.0009929966,0.00101237,0.0005303003,0.0005383211,0.0008726016],"category_scores_gemma":[0.001498153,0.0006725678,0.0007762371,0.001727443,0.0003638918,0.0009077067,0.0007766829,0.0005551287,0.0001829593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736111,"about_ca_system_score_gemma":0.0007266014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007800813,"about_ca_topic_score_gemma":0.007560285,"domain_scores_codex":[0.9992015,0.0001217808,0.0001595121,0.0002606768,0.0001211106,0.0001354855],"domain_scores_gemma":[0.998476,0.00009221032,0.0006681369,0.0001366961,0.0002298189,0.000397205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004683727,0.00001949182,0.9994726,0.000006122101,0.00003774799,0.00008937656,0.00005635371,0.000006815149,0.0000663106,0.000003525485,0.00003473143,0.000160171],"study_design_scores_gemma":[0.00001351579,0.00007911082,0.9987794,0.000007616496,0.00005286044,0.0004560361,0.0003873365,0.00008737291,0.0000207056,0.000007342119,0.0001022947,0.000006558601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994094,0.0001667355,0.00004102517,0.00001960913,0.000005160131,0.00001517851,0.0002246624,0.000001440285,0.0001167789],"genre_scores_gemma":[0.9992157,0.0001313487,0.00007101925,0.00003658181,0.00001412559,0.00002430116,0.0004615541,0.000001391156,0.00004383873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007800813,"threshold_uncertainty_score":0.0155108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227182269179393,"score_gpt":0.3350808282154924,"score_spread":0.3128090055236984,"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."}}