{"id":"W2597828099","doi":"10.1007/bf03016068","title":"Neuroanesthesia and Intensive Care Limited ability of SOFA and MOD scores to discriminate outcome: a prospective evaluation in 1,436 patients","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; Bayer HealthCare; Workers' Compensation Board – Alberta","keywords":"Medicine; Receiver operating characteristic; Intensive care unit; Logistic regression; SOFA score; Intensive care; Prospective cohort study; Population; Organ dysfunction; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002075376,0.0007507399,0.0008913628,0.0008060649,0.001040749,0.001349319,0.0006748176,0.0009703027,0.001278957],"category_scores_gemma":[0.005704128,0.0006994845,0.0009366812,0.001048721,0.000938839,0.001564309,0.0008050331,0.00142942,0.0004545286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004621494,"about_ca_system_score_gemma":0.000607865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149916,"about_ca_topic_score_gemma":0.002775634,"domain_scores_codex":[0.9987773,0.0004050278,0.0001419968,0.0002450134,0.0001987243,0.0002318188],"domain_scores_gemma":[0.9955285,0.0015902,0.001108891,0.0004399428,0.0004785607,0.0008539744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006479018,0.0001791938,0.998369,0.000003955964,0.00005461466,0.00008519019,0.00007552387,0.0000400009,0.0001114622,0.00001043013,0.0000278008,0.0003948964],"study_design_scores_gemma":[0.0000611158,0.0009434199,0.9978828,0.000004011943,0.00004800924,0.0003797509,0.0002403126,0.0002566633,0.0000755653,0.0000276077,0.00007083122,0.000009924363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996327,0.00006527171,0.0000286394,0.00001336524,0.000003917491,0.000007156977,0.000124416,8.186805e-7,0.0001236638],"genre_scores_gemma":[0.9993055,0.00006272265,0.00005963415,0.00002581412,0.00001681199,0.00001559447,0.0004034165,0.000002352197,0.0001082208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003149916,"threshold_uncertainty_score":0.01097578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740135739817157,"score_gpt":0.2924458891108266,"score_spread":0.2550445317126551,"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."}}