{"id":"W4362523455","doi":"10.1186/s13054-023-04417-6","title":"Tracheostomy timing and outcome in critically ill patients with stroke: a meta-analysis and meta-regression","year":2023,"lang":"en","type":"review","venue":"Critical Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Mechanical ventilation; Meta-analysis; Intensive care unit; Emergency medicine; Neurointensive care; Intensive care medicine; Pediatrics; Internal medicine; Ischemic stroke","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":[0.01637227,0.003293574,0.01486978,0.005455439,0.0007188692,0.00365706,0.002399825,0.002693803,0.003274683],"category_scores_gemma":[0.03711981,0.001848668,0.06817643,0.006346077,0.0006850349,0.001603921,0.001685911,0.00249494,0.000404876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877625,"about_ca_system_score_gemma":0.002349042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008078554,"about_ca_topic_score_gemma":0.01115252,"domain_scores_codex":[0.988761,0.006333146,0.002332471,0.001348129,0.0007502827,0.0004749121],"domain_scores_gemma":[0.9768381,0.01763877,0.002791166,0.001135651,0.001285093,0.0003111706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003055211,0.00002866969,0.01000619,0.06493191,0.9152489,0.0001335207,0.00004994387,0.001224202,0.0001651974,0.00009266115,0.0004873793,0.004576342],"study_design_scores_gemma":[0.0003650141,0.000127352,0.003635285,0.003561051,0.9909921,0.000068236,0.00002074719,0.000414577,0.00007021263,0.0001615315,0.000566565,0.00001732708],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0199077,0.975631,0.001671534,0.0004519343,0.0002906607,0.0002707928,0.001304196,0.00007469685,0.000397534],"genre_scores_gemma":[0.5669421,0.4219289,0.005107909,0.001196528,0.0005032069,0.001356929,0.0022097,0.000100734,0.0006539823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01637227,"threshold_uncertainty_score":0.08658582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973974120634931,"score_gpt":0.4254506579391385,"score_spread":0.2280532458756454,"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."}}