{"id":"W4409023775","doi":"10.1093/jbcr/iraf019.513","title":"982 Quality Conversations: Addressing the Problem of Pressure Injuries in Burn ICU","year":2025,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Burn units; Intensive care medicine; Medical emergency; Quality (philosophy); 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":[0.01720286,0.0006385384,0.0005261051,0.001367271,0.01058132,0.006807245,0.002185965,0.003030225,0.009068131],"category_scores_gemma":[0.05121091,0.0008855935,0.0005991754,0.00108592,0.002665182,0.005975259,0.01289854,0.005628808,0.001456297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005544527,"about_ca_system_score_gemma":0.01046412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004669517,"about_ca_topic_score_gemma":0.0056866,"domain_scores_codex":[0.9772683,0.01696782,0.0008382511,0.0005710794,0.002172068,0.002182575],"domain_scores_gemma":[0.9579229,0.01673382,0.00526527,0.001079681,0.005745501,0.01325273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003556792,0.002252625,0.06058294,0.003875889,0.000137629,0.00323128,0.4839478,0.000732551,0.003455635,0.003302123,0.09587301,0.3422529],"study_design_scores_gemma":[0.0001266097,0.001796496,0.04097174,0.003453341,0.0001174839,0.002530356,0.7889693,0.002266865,0.002191164,0.004158755,0.1532679,0.0001499921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485216,0.006291034,0.01755659,0.1710388,0.003260451,0.0018725,0.0003061048,0.0008812521,0.05027159],"genre_scores_gemma":[0.9530268,0.004725466,0.015389,0.01916125,0.0008786867,0.001201368,0.0001573901,0.0001563962,0.005303694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720286,"threshold_uncertainty_score":0.0909785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337664160780861,"score_gpt":0.5654098366011385,"score_spread":0.3316434205230524,"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."}}