{"id":"W4376603117","doi":"10.1093/jbcr/irad045.222","title":"747 Burn Mortality Prediction Model and Communication Tool for Healthcare Providers","year":2023,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Intensive care unit; Emergency medicine; Health care; Mortality rate; Cohort; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501263,0.0006644179,0.0006091914,0.002228036,0.0003318796,0.00126351,0.000550579,0.000681137,0.007940296],"category_scores_gemma":[0.009667486,0.0002429842,0.0009624487,0.001043717,0.00014511,0.0005403211,0.0006971446,0.0008810703,0.0009957388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009272228,"about_ca_system_score_gemma":0.001157054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008251888,"about_ca_topic_score_gemma":0.002845321,"domain_scores_codex":[0.9990941,0.0004229428,0.0001019542,0.0001181897,0.0001339577,0.0001288531],"domain_scores_gemma":[0.9956775,0.00271233,0.0004505555,0.0001384677,0.0007067928,0.0003143419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006490311,0.0008051869,0.9497103,0.00008425496,0.0001969522,0.0001749729,0.0001260265,0.01541041,0.0001769787,0.0002272406,0.00300989,0.02942872],"study_design_scores_gemma":[0.000121065,0.0006768085,0.3229052,0.0001143371,0.0002116689,0.0003467831,0.0005708421,0.6729267,0.0003515072,0.0007410608,0.0009944134,0.00003957007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831887,0.000242307,0.009673158,0.0007770963,0.00005878209,0.0003369912,0.003275122,0.0002343419,0.00221358],"genre_scores_gemma":[0.9913026,0.00008480757,0.005354292,0.00003578105,0.0000267958,0.0002717395,0.002336874,0.000005544792,0.0005815832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008251888,"threshold_uncertainty_score":0.02656293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208904345166002,"score_gpt":0.4787341886755487,"score_spread":0.2698298435095466,"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."}}