{"id":"W2900685416","doi":"10.1007/978-3-319-59680-8_81","title":"Hyperosmolar Hyperglycemic State","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Complication; Intensive care medicine; Fetus; Ketoacidosis; Diabetes mellitus; Anesthesia; Pregnancy; Obstetrics; Surgery; Endocrinology; Type 1 diabetes","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007033078,0.0003045129,0.0002269821,0.00003955292,0.0000552306,0.00003062964,0.0002180469,0.0004249075,0.001505926],"category_scores_gemma":[0.00001592934,0.0002868523,0.0001961253,0.00001066809,0.0001087672,0.000001359331,0.0001429318,0.0001332762,0.0008422642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463493,"about_ca_system_score_gemma":0.00007643706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006498273,"about_ca_topic_score_gemma":0.00002237844,"domain_scores_codex":[0.9989202,0.000007112336,0.0002026345,0.0004475586,0.0001407356,0.0002817528],"domain_scores_gemma":[0.9992852,0.000004522856,0.0001143651,0.000402902,0.0001033131,0.00008969213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001802307,0.0001022096,0.000354061,0.00007783294,0.00150141,0.00001905421,0.00005590771,0.00000935273,0.07897114,0.006054695,0.8900655,0.02260859],"study_design_scores_gemma":[0.0003373359,0.0002648919,0.00001053217,0.00002400617,0.0000396311,0.000002236842,0.00000704175,0.000002122177,0.00483419,0.004719992,0.9893286,0.0004294527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01474194,0.001308298,0.0000446008,0.00005493929,0.0002694796,0.0001535423,0.0001233895,0.00003678885,0.983267],"genre_scores_gemma":[0.007691558,0.001204717,0.0001425019,0.0009233386,0.0003165919,0.000004871196,0.000609073,0.00009945353,0.9890079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09926305,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006588064954770474,"score_gpt":0.2007655505013217,"score_spread":0.1941774855465512,"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."}}