{"id":"W2797552243","doi":"10.1093/jbcr/iry006.217","title":"295 Burn Patients that Exceed the Average Length of Stay","year":2018,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Burn center; Etiology; Retrospective cohort study; Sepsis; Depression (economics); Total body surface area; Cohort; Emergency medicine; Poison control; 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":[0.0003375986,0.000177854,0.0005417301,0.0006392298,0.0005898097,0.0006263058,0.0002326882,0.0002511729,0.002560194],"category_scores_gemma":[0.001163751,0.0003383584,0.0003435991,0.001043503,0.0001838957,0.0003695593,0.0004728923,0.0003676917,0.0005070485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005953225,"about_ca_system_score_gemma":0.0004567047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312571,"about_ca_topic_score_gemma":0.003521621,"domain_scores_codex":[0.9995272,0.0000486469,0.0000899326,0.0001152172,0.0001241809,0.00009484003],"domain_scores_gemma":[0.9993568,0.0001037303,0.0002664623,0.00008349961,0.00007986029,0.0001096787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001510581,0.00007263167,0.996166,0.00002533742,0.00001937926,0.0005556641,0.0001773965,0.00006825535,0.0002493332,0.00004964693,0.000237573,0.002227714],"study_design_scores_gemma":[0.00002415086,0.0003365823,0.9942362,0.00002694822,0.000027227,0.002706158,0.0007597931,0.0003864403,0.0001774281,0.00009800884,0.001206555,0.00001450746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987941,0.0001739719,0.0001197106,0.00001883542,0.000007135304,0.00003597664,0.0003955999,0.000004857782,0.0004498837],"genre_scores_gemma":[0.9987007,0.000109273,0.0001114612,0.00004254824,0.00001238503,0.00003301204,0.0007761198,0.000002018687,0.0002125485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003312571,"threshold_uncertainty_score":0.008564711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07754706037120312,"score_gpt":0.3917003625056551,"score_spread":0.314153302134452,"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."}}