{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000738413,0.0001066887,0.0001951392,0.00008147716,0.000133589,0.00003504841,0.00001812041,0.00007162782,0.001040587],"category_scores_gemma":[0.00008064499,0.00008862596,0.0001098144,0.0003706016,0.00005935932,0.0001058404,0.00005229214,0.0002063519,0.0001904406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054811,"about_ca_system_score_gemma":0.00001129764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007213261,"about_ca_topic_score_gemma":0.00001273507,"domain_scores_codex":[0.9993501,0.00002793632,0.0001602467,0.0001940223,0.000113992,0.0001536833],"domain_scores_gemma":[0.9995583,0.0000618842,0.00003014609,0.00009789538,0.00004182783,0.0002099281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000121217,0.0002828448,0.9608046,0.000172433,0.0002525948,0.0001293709,0.0003357328,0.00003452221,0.0002766768,0.009715363,0.014423,0.01345169],"study_design_scores_gemma":[0.001486444,0.0005122813,0.1349778,0.00002304325,0.0001734222,0.0001006496,0.00003593964,0.0006818523,0.0001705904,0.0003280724,0.8613449,0.0001649892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153081,0.0001424227,0.000919981,0.01621559,0.0002863029,0.0002836728,0.000003299946,0.0003915693,0.06644902],"genre_scores_gemma":[0.9961011,0.0003514217,0.00005822198,0.001241578,0.0003855815,0.00001573629,0.00001281598,0.00001262582,0.001820957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8469219,"threshold_uncertainty_score":0.9998726,"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."}}