{"id":"W4285588169","doi":"10.1007/s00455-022-10496-4","title":"Functional Laryngeal Assessment in Patients with Tracheostomy Following COVID-19 a Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Alberta; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Airway; Mechanical ventilation; Prospective cohort study; Weaning; Pneumonia; Airway management; Tracheotomy; Swallowing; Anesthesia; 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":[0.0007377143,0.0002906019,0.0006170698,0.0007076829,0.0006119967,0.000812165,0.0004560439,0.0006221409,0.001758287],"category_scores_gemma":[0.002366428,0.0003838362,0.0005797294,0.0009711736,0.0003515101,0.0007838883,0.0007190611,0.0009111658,0.0002381845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438408,"about_ca_system_score_gemma":0.0005255585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005955149,"about_ca_topic_score_gemma":0.008520721,"domain_scores_codex":[0.9993716,0.0001158462,0.00009595685,0.0001242425,0.00013016,0.0001621731],"domain_scores_gemma":[0.9986928,0.000151925,0.0005136205,0.00008384018,0.0001661111,0.0003917497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005466148,0.00002974039,0.9991172,0.000007846412,0.00001329441,0.0002758958,0.00006962573,0.00000794172,0.0001330552,0.000004616012,0.00003087331,0.0002552104],"study_design_scores_gemma":[0.000005045078,0.0002430648,0.9985662,0.0000112615,0.000009016746,0.0007307592,0.0002899486,0.00004419761,0.00002299753,0.000005205042,0.00006865925,0.00000367684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994313,0.0001135235,0.00003357785,0.00002114014,0.000004351481,0.00002736648,0.0001611666,0.000001029717,0.0002063965],"genre_scores_gemma":[0.9995431,0.00006792073,0.00005277367,0.00002844039,0.000005694026,0.00001899644,0.0002037831,0.000001026396,0.00007829536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005955149,"threshold_uncertainty_score":0.011841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009962806452366583,"score_gpt":0.2724472014389196,"score_spread":0.262484394986553,"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."}}