{"id":"W4304141640","doi":"10.1097/cce.0000000000000768","title":"Association Between Tracheostomy and Functional, Neuropsychological, and Healthcare Utilization Outcomes in the RECOVER Cohort","year":2022,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McGill University; McMaster University; St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; University of Toronto; York Central Hospital; University Health Network; Sunnybrook Health Science Centre; Sinai Health System; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Interquartile range; Hazard ratio; Odds ratio; Functional Independence Measure; Mechanical ventilation; Emergency medicine; Prospective cohort study; Confidence interval; Intensive care; Physical therapy; Internal medicine; Activities of daily living; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004717366,0.000260482,0.0003446338,0.0005877779,0.0005448475,0.0004515449,0.0003387714,0.0003035496,0.001161544],"category_scores_gemma":[0.001489302,0.0001964636,0.000436833,0.0004182724,0.0003256562,0.0003283428,0.0006253199,0.0004913037,0.0001539513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006380432,"about_ca_system_score_gemma":0.000723477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04463897,"about_ca_topic_score_gemma":0.06715384,"domain_scores_codex":[0.9996556,0.00004407308,0.00002659033,0.00007954783,0.00007826491,0.0001159429],"domain_scores_gemma":[0.9990163,0.00007916113,0.0004853029,0.00007208115,0.0001019844,0.0002452072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116514,0.00002944836,0.9992092,0.000002703507,0.0000252414,0.00005713315,0.00003794295,0.00001563455,0.0001154131,0.000005446199,0.00007032681,0.0003199198],"study_design_scores_gemma":[0.000007392028,0.0000685695,0.9994956,0.000002900629,0.00001236008,0.0001286695,0.0001489518,0.00006377303,0.00002097543,0.000005265602,0.00004334906,0.00000213897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996753,0.00002951457,0.000009486706,0.00001424828,0.000001181538,0.000004053667,0.0001729806,7.731538e-7,0.00009246435],"genre_scores_gemma":[0.9994872,0.00003231241,0.00001546657,0.00001042839,0.000003352679,0.000005108818,0.0003765424,9.207635e-7,0.00006875298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04463897,"threshold_uncertainty_score":0.08875829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117178846153201,"score_gpt":0.365439294265953,"score_spread":0.248260448112752,"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."}}