{"id":"W2321739135","doi":"10.1097/sla.0000000000001408","title":"Impaired Immune Response in Elderly Burn Patients","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Sepsis; Immune system; Burn injury; Cohort; Immunosenescence; Population; Cohort study; Internal medicine; Immunology; Surgery","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":[0.001563096,0.00009813251,0.0003897452,0.0003712423,0.00001116842,0.000006507815,0.00005766421,0.00005546608,0.0000550252],"category_scores_gemma":[0.0009354255,0.0000844123,0.0001510949,0.0002895388,0.00003814648,0.0001275518,0.00004009883,0.0000786532,0.00004186621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001347927,"about_ca_system_score_gemma":0.00008119739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008156025,"about_ca_topic_score_gemma":0.000001588927,"domain_scores_codex":[0.9988489,0.00009616622,0.0004274045,0.000123299,0.0002744166,0.0002298087],"domain_scores_gemma":[0.9990643,0.0002676152,0.0001178855,0.0002527631,0.0001907114,0.000106723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006933956,0.0003560405,0.9283712,0.00006225293,0.00005532505,0.0000711593,0.0002968006,0.000001236014,0.0001828183,0.00002267427,0.0506316,0.01301495],"study_design_scores_gemma":[0.0007911301,0.0003287937,0.987778,0.0001326797,0.00001025133,0.000001061238,0.0001381575,0.000006465339,0.00158379,0.0001500367,0.008990062,0.00008958532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939954,0.0004843221,0.000001956258,0.004041949,0.0002452456,0.0001424276,0.00000353834,0.00002689248,0.001058311],"genre_scores_gemma":[0.9978202,0.0000869413,0.00002251052,0.0007147573,0.00003238306,0.000005482319,0.00002028565,0.00001292944,0.001284493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0594068,"threshold_uncertainty_score":0.3442234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2006306724775501,"score_gpt":0.3541750922394162,"score_spread":0.1535444197618661,"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."}}