{"id":"W2769145464","doi":"10.1007/s12630-017-1020-z","title":"Characteristics and outcomes of patients who underwent bedside surgical tracheostomy performed in the intensive care unit: a retrospective study","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Intensive care unit; Retrospective cohort study; General surgery; Emergency medicine; Intensive care medicine; Surgery","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":[0.0002530007,0.0002450628,0.000561872,0.0006779032,0.0008143733,0.0006605847,0.0003312253,0.000874939,0.0017199],"category_scores_gemma":[0.001372834,0.0003603591,0.0006092617,0.001158605,0.0003626511,0.000706066,0.0004219281,0.0009139659,0.0003225533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410074,"about_ca_system_score_gemma":0.0005846619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177961,"about_ca_topic_score_gemma":0.002549513,"domain_scores_codex":[0.9995555,0.00006530373,0.00007727074,0.0001005516,0.00007503327,0.0001263232],"domain_scores_gemma":[0.99909,0.0001411821,0.0003360937,0.00005641365,0.0001097432,0.0002666748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007232989,0.0000560538,0.9985155,0.000006261485,0.00002391551,0.0006576197,0.00006263626,0.00001735361,0.0000936006,0.00002162978,0.0001022617,0.0003707731],"study_design_scores_gemma":[0.00001401027,0.00027954,0.9925193,0.00001592848,0.00004728124,0.005047518,0.001328068,0.0002078411,0.00006311302,0.00007411115,0.0003882961,0.00001504324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991001,0.0002215607,0.00004090268,0.00006001712,0.00001074163,0.00000732376,0.0001984203,0.000001179919,0.000359824],"genre_scores_gemma":[0.9991319,0.000166055,0.00005576608,0.0001037733,0.00003003613,0.00001431864,0.0003628021,0.000001462638,0.0001339549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177961,"threshold_uncertainty_score":0.006318927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735375402852697,"score_gpt":0.2520787616939736,"score_spread":0.2347250076654466,"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."}}