{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614692,0.000256796,0.0002922308,0.0006846393,0.0004218997,0.0004954687,0.0002024411,0.0003470418,0.001538495],"category_scores_gemma":[0.002423178,0.000163185,0.0004136295,0.0005242642,0.0002173253,0.0003321132,0.0004060157,0.0006268758,0.000163933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003526616,"about_ca_system_score_gemma":0.0003844405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224858,"about_ca_topic_score_gemma":0.01936113,"domain_scores_codex":[0.9997919,0.00003905567,0.00002457377,0.00002780964,0.00005656257,0.00006006487],"domain_scores_gemma":[0.9990938,0.0001083063,0.0004167907,0.00004280769,0.0001047005,0.0002337139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005727802,0.00001060606,0.9986084,0.000003267033,0.00002238146,0.00003080176,0.00002772612,0.0000207548,0.00004775818,0.000006337677,0.0000511926,0.001113549],"study_design_scores_gemma":[0.000003012224,0.00003284015,0.9995688,0.000005136951,0.00001369007,0.0001020754,0.0000552376,0.0001255653,0.000009971468,0.00001828545,0.0000631311,0.000002222219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990882,0.0004124026,0.00004072109,0.0000596018,0.000006580562,0.00000386071,0.00008318495,0.000001605289,0.0003038963],"genre_scores_gemma":[0.9996752,0.00009317479,0.00003110719,0.00002336632,0.000009511418,0.000001960872,0.00009063433,4.191762e-7,0.00007458613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224858,"threshold_uncertainty_score":0.02435458,"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."}}