{"id":"W2079187223","doi":"10.1097/ccm.0000000000000790","title":"Morbidity and Survival Probability in Burn Patients in Modern Burn Care*","year":2015,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Total body surface area; Medicine; Body surface area; Sepsis; Burn injury; Pneumonia; Intensive care; Prospective cohort study; Cohort; Emergency medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353964,0.0002040297,0.0005772298,0.0001872885,0.0000268765,0.00001056266,0.0000958583,0.0001223572,0.00004969251],"category_scores_gemma":[0.002645882,0.0001556486,0.00003693847,0.0002552424,0.0003959788,0.0001035728,0.0001219218,0.0003637651,0.000006217555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716578,"about_ca_system_score_gemma":0.00006324171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008896158,"about_ca_topic_score_gemma":0.0009034242,"domain_scores_codex":[0.9980691,0.0001323588,0.0004272267,0.0004121304,0.0005735073,0.000385674],"domain_scores_gemma":[0.9987131,0.0001748385,0.00002336449,0.0003161299,0.0004081051,0.0003644659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683517,0.0001381295,0.9839303,0.0008370176,0.000005408061,0.0001182038,0.005228021,0.000001316184,0.000007860816,0.001115548,0.000300197,0.008049618],"study_design_scores_gemma":[0.008747155,0.001487785,0.9626979,0.0004381759,0.0001070806,0.00000456511,0.01846786,0.0002788074,0.00003017384,0.006276303,0.00121642,0.0002478262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813736,0.002010713,0.00008219793,0.004040641,0.0005553978,0.0005870037,0.000007511699,0.0000458667,0.01129707],"genre_scores_gemma":[0.9988799,0.00002582747,0.0001542983,0.0005479321,0.0002148063,0.00002362725,0.00006866446,0.00001790747,0.00006704308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02123248,"threshold_uncertainty_score":0.6347166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394739334931365,"score_gpt":0.3478043390937617,"score_spread":0.283856945744448,"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."}}