{"id":"W2884216850","doi":"10.1016/j.surg.2018.05.053","title":"Sepsis criteria versus clinical diagnosis of sepsis in burn patients: A validation of current sepsis scores","year":2018,"lang":"en","type":"article","venue":"Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Sunnybrook Hospital","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Burn center; Total body surface area; Population; Burn injury; Prospective cohort study; Internal medicine; Intensive care medicine; Surgery; Emergency medicine; Poison control","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":[0.008443426,0.0004961794,0.0005382213,0.001992914,0.0006092243,0.001487707,0.000784635,0.00079081,0.001183528],"category_scores_gemma":[0.03252672,0.0002043005,0.0006603751,0.001278355,0.001027932,0.001636738,0.001835835,0.00121021,0.0003168556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136116,"about_ca_system_score_gemma":0.001376186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972491,"about_ca_topic_score_gemma":0.003213604,"domain_scores_codex":[0.994442,0.002321498,0.0006968588,0.0004401912,0.001740015,0.000359385],"domain_scores_gemma":[0.9784951,0.009116841,0.005495778,0.000929836,0.004390086,0.001572368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021912,0.0001676754,0.9914317,0.00004571617,0.0001214965,0.00002920507,0.0001974015,0.0002389921,0.0004551152,0.000210981,0.0003410502,0.00573874],"study_design_scores_gemma":[0.0001377843,0.001142228,0.9909718,0.0001102874,0.0001254597,0.0002939323,0.0008952832,0.00373023,0.0009108261,0.0004806917,0.001182071,0.00001932276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953539,0.0005984837,0.0009384148,0.0002343162,0.00008535018,0.00008232969,0.000351228,0.000008659737,0.002347311],"genre_scores_gemma":[0.998295,0.0001438707,0.0007317677,0.00007273284,0.00003827437,0.00005684885,0.0004825043,0.000007129345,0.0001717948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008443426,"threshold_uncertainty_score":0.04465365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170483723620545,"score_gpt":0.4088924533906072,"score_spread":0.2918440810285526,"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."}}