{"id":"W4313575911","doi":"10.1007/978-3-030-81488-5_24","title":"Burns","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Rehabilitation; Etiology; Excellence; Thermal burn; Medical emergency; Intensive care medicine; Physical therapy; Surgery; Political science; Psychiatry","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":[0.0001758205,0.0008091681,0.0003660055,0.0008346078,0.001205909,0.001637225,0.00048319,0.0008033316,0.4912006],"category_scores_gemma":[0.0004294248,0.0003287447,0.0003649783,0.0006078343,0.000304276,0.0009924637,0.001352475,0.001719977,0.3106889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004457973,"about_ca_system_score_gemma":0.0005638339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760968,"about_ca_topic_score_gemma":0.009390891,"domain_scores_codex":[0.9998533,0.00001293103,0.000005598089,0.00002736174,0.00007902167,0.00002184018],"domain_scores_gemma":[0.9998766,0.00001531378,0.000005466561,0.00001950575,0.00004781924,0.00003528725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000292877,0.00005412977,0.0001887103,0.0001292091,0.00000438714,0.0002203667,0.00008658553,0.0001514188,0.0009592554,0.01058994,0.6775831,0.3100036],"study_design_scores_gemma":[0.000002369907,0.00001015847,0.0003102305,0.00007318003,0.000001314747,0.0003307688,0.00003606338,0.00005186208,0.0001408567,0.001401598,0.9976394,0.000002158615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000345896,0.001965445,0.0006388134,0.0006428126,0.0008717063,0.00003093656,0.0001437892,0.0001526595,0.9952077],"genre_scores_gemma":[0.000844978,0.0009104717,0.0002217218,0.0002713089,0.00007568204,0.000008639949,0.00008303584,0.00003482677,0.9975494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4912006,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05063706714975692,"score_gpt":0.2906542154913737,"score_spread":0.2400171483416168,"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."}}