{"id":"W2797278214","doi":"10.1093/jbcr/iry006.134","title":"212 The Impact of Tracheostomy in Burns: An Institutional Experience","year":2018,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Burn center; Pneumonia; Mechanical ventilation; Intubation; Subglottic stenosis; Percutaneous; Surgery; Population; Incidence (geometry); Anesthesia; Emergency medicine; Airway; Poison control; Internal 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":[0.001278772,0.0003210335,0.0001872512,0.0006583423,0.001492083,0.001017144,0.0004919127,0.0005022963,0.001913126],"category_scores_gemma":[0.004279143,0.0002947261,0.0003770657,0.0008322297,0.0006019621,0.0006922395,0.001286107,0.0006960867,0.0004150674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009994226,"about_ca_system_score_gemma":0.001387502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372404,"about_ca_topic_score_gemma":0.004436867,"domain_scores_codex":[0.9989134,0.0004004803,0.0001509628,0.00009096952,0.000187343,0.0002568928],"domain_scores_gemma":[0.9980078,0.0004098826,0.0004616805,0.0001740276,0.0002381839,0.0007084132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000271188,0.002000332,0.8677162,0.0002249613,0.00008344377,0.02294553,0.008155563,0.0006437083,0.003027115,0.000413018,0.00268531,0.09183362],"study_design_scores_gemma":[0.00005932911,0.006153885,0.7822994,0.0006295664,0.0001080525,0.1569129,0.03287907,0.001679101,0.004390771,0.0005798115,0.01417838,0.0001298071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960968,0.0007082421,0.000493837,0.0002826245,0.00002457552,0.00003907852,0.00003593633,0.00001799249,0.002300999],"genre_scores_gemma":[0.9976458,0.0008997313,0.0007601368,0.000262909,0.00003256063,0.00001485292,0.00004623564,0.00001151313,0.0003262767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913126,"threshold_uncertainty_score":0.007251322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440699751889767,"score_gpt":0.4998312657175859,"score_spread":0.3557612905286092,"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."}}