{"id":"W3095540331","doi":"10.1177/1753466620968497","title":"Effect of post-extubation high-flow nasal cannula on reintubation in elderly patients: a retrospective propensity score-matched cohort study","year":2020,"lang":"en","type":"article","venue":"Therapeutic Advances in Respiratory Disease","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Samsung Medical Center, Sungkyunkwan University","keywords":"Nasal cannula; Medicine; Propensity score matching; Anesthesia; Intensive care unit; Retrospective cohort study; Oxygen therapy; Respiratory failure; Cannula; Surgery; 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":[0.001843759,0.0002738115,0.000486643,0.0007678585,0.0004312965,0.0006433719,0.0003726473,0.0004880834,0.0009947328],"category_scores_gemma":[0.004013129,0.0003068972,0.0009126893,0.001002195,0.000342504,0.0005709581,0.0004355496,0.0004365453,0.0001847074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071015,"about_ca_system_score_gemma":0.0003435424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490359,"about_ca_topic_score_gemma":0.001638107,"domain_scores_codex":[0.9986308,0.0003511019,0.0002211189,0.0003829238,0.0002574855,0.0001565658],"domain_scores_gemma":[0.9962041,0.0006105393,0.002036061,0.0005342392,0.0002566845,0.0003583973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004128944,0.00002591291,0.9987055,0.00000658705,0.0001339174,0.00006388446,0.00002881773,0.00003011599,0.0001088867,0.00001565456,0.00003255418,0.0004353104],"study_design_scores_gemma":[0.00002438475,0.0003357427,0.998582,0.000005462274,0.0001134907,0.0002760253,0.00008067166,0.0003426906,0.00006886211,0.00002395506,0.0001405568,0.000006019365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992806,0.0002599643,0.0001504605,0.00001305947,0.000008371525,0.00001503133,0.0001223118,0.000001431729,0.0001487611],"genre_scores_gemma":[0.9996904,0.00005449645,0.00006015226,0.00001309961,0.000008925636,0.00001030825,0.0001310604,0.000001023261,0.0000305123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001843759,"threshold_uncertainty_score":0.009750903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893747089178415,"score_gpt":0.2930782310954737,"score_spread":0.2741407602036895,"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."}}