{"id":"W4409023711","doi":"10.1093/jbcr/iraf019.201","title":"572 Exploring Frailty in Rural Burn Patient Outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Burn units; Gerontology; Intensive care medicine; Medical emergency; Emergency medicine","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":[0.001899943,0.0001986975,0.0002755561,0.002026568,0.0005357101,0.0007668139,0.0003782207,0.0002299772,0.004965173],"category_scores_gemma":[0.005963324,0.0001242447,0.0005055192,0.002329277,0.0004047956,0.0005019141,0.0009106199,0.0004215888,0.000351836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006331348,"about_ca_system_score_gemma":0.0009585507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007082026,"about_ca_topic_score_gemma":0.009397014,"domain_scores_codex":[0.9990495,0.0003530651,0.0001487274,0.0001260064,0.0001915037,0.0001312061],"domain_scores_gemma":[0.9944112,0.00108583,0.003123038,0.0001271638,0.0006498997,0.00060293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004984865,0.00003924935,0.9960205,0.00004285615,0.00003203393,0.00003113878,0.0001304733,0.00006850674,0.00003119975,0.00002534288,0.0002723876,0.003256487],"study_design_scores_gemma":[0.000005583961,0.0001349184,0.9983777,0.00007171237,0.00001675394,0.0001169836,0.0005463773,0.0002862882,0.00003798216,0.00006535099,0.0003359787,0.00000429812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960954,0.0006125061,0.000270374,0.000243179,0.000009980782,0.00005230993,0.001429106,0.000005159339,0.001282027],"genre_scores_gemma":[0.9987146,0.0002249953,0.0001768788,0.00005185404,0.00001773305,0.00005505634,0.000632742,0.00000140982,0.0001247157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007082026,"threshold_uncertainty_score":0.01661021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301825476744151,"score_gpt":0.4257519828079281,"score_spread":0.2955694351335131,"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."}}