{"id":"W4292937610","doi":"10.1093/jbcr/irac120","title":"Admission Frailty Score Are Associated With Increased Risk of Acute Respiratory Failure and Mortality in Burn Patients 50 and Older","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Burn injury; Respiratory failure; Acute kidney injury; Emergency medicine; Internal medicine; Acute care; Total body surface area; Demographics; Health care; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002319166,0.00013739,0.0004984645,0.0006510558,0.0002095236,0.00003106052,0.0001574206,0.00008266563,0.0001305091],"category_scores_gemma":[0.0005311346,0.00009865101,0.00007926793,0.0005774572,0.0001393877,0.0001558033,0.0002869254,0.00132172,2.503107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694178,"about_ca_system_score_gemma":0.0002433759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216845,"about_ca_topic_score_gemma":0.0001796846,"domain_scores_codex":[0.9966943,0.0006614304,0.0004873331,0.0002083907,0.001655144,0.000293384],"domain_scores_gemma":[0.9979621,0.000196591,0.0004808948,0.0002177506,0.0008937689,0.0002488855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009920873,0.0002165193,0.993383,0.000163106,0.0003388984,0.0003846174,0.001167919,0.000003264453,0.0003084546,0.000003035126,0.001499776,0.00153929],"study_design_scores_gemma":[0.005589351,0.001986176,0.9837146,0.0005822746,0.0002210627,0.00001191484,0.006198886,0.00001298184,0.000197072,0.00004206836,0.00135045,0.00009309639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977447,0.001306112,0.000002046507,0.0002604776,0.00004001434,0.0004177937,0.00008766053,0.000005651792,0.0001355542],"genre_scores_gemma":[0.9995036,0.0001762395,0.00003800024,0.0001003057,0.00004572779,0.000007626646,0.00001782587,0.00001984384,0.00009087845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009668366,"threshold_uncertainty_score":0.5742289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037474771914838,"score_gpt":0.361447180852227,"score_spread":0.3110724331330786,"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."}}