{"id":"W4407685482","doi":"10.1097/shk.0000000000002556","title":"SEASONAL DIFFERENCES IN BURN INJURIES AND OUTCOMES AMONG ADULTS AND OLDER ADULTS AT A CANADIAN PROVINCIAL BURN CENTER","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Burn center; Total body surface area; Incidence (geometry); Burn injury; Cohort; Population; Retrospective cohort study; Injury prevention; Cohort study; Demography; Poison control; Emergency medicine; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008509944,0.0001994297,0.0003576879,0.0002835495,0.0001116546,0.00004977959,0.00007633473,0.0001005874,0.00009664992],"category_scores_gemma":[0.00007144233,0.0001524625,0.00004664484,0.0001455254,0.0001353566,0.0001069418,0.0001381582,0.0001605549,0.00000459014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148698,"about_ca_system_score_gemma":0.00008869377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03212825,"about_ca_topic_score_gemma":0.4763402,"domain_scores_codex":[0.9989004,0.00002634074,0.0002263461,0.0003281004,0.0001660058,0.0003528614],"domain_scores_gemma":[0.9995299,0.00004893292,0.00003941577,0.000148455,0.00003709445,0.0001962113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867452,0.00003274098,0.9874097,0.0002371663,0.00005233453,0.00004252563,0.0010549,1.294432e-8,0.000001076253,0.0002639314,0.001259187,0.009359742],"study_design_scores_gemma":[0.002818657,0.00007359537,0.9941732,0.0005194565,0.00004220021,0.000002882605,0.0006155173,0.000137388,0.00001270821,0.00008690479,0.001371045,0.0001464866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919569,0.0003243691,0.000002526802,0.003252382,0.0001950563,0.0006032092,0.0000253228,0.00003038668,0.003609843],"genre_scores_gemma":[0.9892977,0.00006415541,0.00004397677,0.001144637,0.00005155489,0.00002149301,0.00002446418,0.00001054657,0.009341488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.444212,"threshold_uncertainty_score":0.9743169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005875890917916718,"score_gpt":0.2361929536594256,"score_spread":0.2303170627415089,"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."}}