{"id":"W3021695725","doi":"10.1089/sur.2020.102","title":"Burn Infection and Burn Sepsis","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Sepsis; Burn wound; Burn injury; Total body surface area; Intensive care medicine; Pseudomonas aeruginosa; Complication; Infection control; Antimicrobial; Surgery; Wound healing; Bacteria; Microbiology","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":[0.001200512,0.0003235358,0.0008274682,0.003597609,0.0004162732,0.001378534,0.0004060549,0.001073968,0.01076811],"category_scores_gemma":[0.006062241,0.0001593232,0.000710669,0.006155719,0.0006551701,0.001629386,0.0008324768,0.000925201,0.0009538043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102401,"about_ca_system_score_gemma":0.002053027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855184,"about_ca_topic_score_gemma":0.002385968,"domain_scores_codex":[0.9979425,0.0006503852,0.00045667,0.0001453594,0.0006780521,0.0001269658],"domain_scores_gemma":[0.9931954,0.003593203,0.002315874,0.0000702593,0.0006168677,0.0002084021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000941225,0.0002462064,0.07188673,0.1602318,0.001374262,0.006293148,0.0009803147,0.0004618339,0.001412075,0.01123477,0.06011147,0.6848261],"study_design_scores_gemma":[0.0001585892,0.0006120314,0.2288802,0.1649308,0.002584153,0.06050716,0.005315991,0.0005951879,0.001804855,0.02550696,0.5089585,0.0001456146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006859208,0.9824332,0.0001880211,0.004260017,0.0004769032,0.00002713879,0.0002901834,0.00000718145,0.005458094],"genre_scores_gemma":[0.09918621,0.8938906,0.0006720021,0.002960904,0.001398547,0.00004457603,0.0005393132,0.000005846941,0.001302106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076811,"threshold_uncertainty_score":0.03602296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392204848928645,"score_gpt":0.3075411490425511,"score_spread":0.2736191005532647,"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."}}