{"id":"W4411328711","doi":"10.1097/sla.0000000000006787","title":"Trajectories of Survivors and Non-Survivors Post-burn Injury","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Medicine; Interquartile range; Total body surface area; Burn center; Burn injury; Cohort; Internal medicine; Cohort study; Poison control; Injury Severity Score; Surgery; Injury prevention; Emergency 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":[0.0005030715,0.0002418276,0.0002950632,0.0007510838,0.0005038638,0.0006921933,0.000345924,0.0003140021,0.001992669],"category_scores_gemma":[0.002214586,0.0001371426,0.0003255404,0.0008134107,0.0002446887,0.0008466786,0.0007805478,0.0005965613,0.0002880995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490943,"about_ca_system_score_gemma":0.0005249347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008425342,"about_ca_topic_score_gemma":0.009891566,"domain_scores_codex":[0.9996138,0.00006444236,0.00003977872,0.00009019086,0.0000589794,0.000132735],"domain_scores_gemma":[0.9989208,0.00009263278,0.000487053,0.00003373803,0.0001412492,0.0003245423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008714731,0.00003361466,0.9981995,0.000007371284,0.00002186424,0.00006402197,0.0001986891,0.0000541079,0.00007686998,0.00002877617,0.00006985275,0.001158207],"study_design_scores_gemma":[0.0000023669,0.0001437895,0.998296,0.00001357887,0.00001004378,0.0001768667,0.000950939,0.0001723996,0.00003093048,0.00007476383,0.0001237086,0.000004576474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999105,0.00015263,0.00004910635,0.0000715914,0.000002973905,0.000007562089,0.0004033251,0.000001795277,0.0002059312],"genre_scores_gemma":[0.998985,0.0001441951,0.00004325189,0.00001814712,0.000005122898,0.000008182278,0.0006258075,0.000001309585,0.0001690134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008425342,"threshold_uncertainty_score":0.0167526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07436071585766346,"score_gpt":0.3363318469934636,"score_spread":0.2619711311358001,"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."}}