{"id":"W4223980760","doi":"10.3390/brainsci12040494","title":"Home-Based Music Therapy to Support Bulbar and Respiratory Functions of Persons with Early and Mid-Stage Amyotrophic Lateral Sclerosis—Protocol and Results from a Feasibility Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; MGH Institute of Health Professions; Motor Neurone Disease Association; University of Toronto; Engineering and Physical Sciences Research Council; Toronto Rehabilitation Institute; University of Florida","keywords":"Medicine; Swallowing; Amyotrophic lateral sclerosis; Bulbar palsy; Physical therapy; Dysphagia; Respiratory rate; Physical medicine and rehabilitation; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01778974,0.002208758,0.002476869,0.001794191,0.002050977,0.000896563,0.002167934,0.002532638,0.006579491],"category_scores_gemma":[0.009272607,0.001128285,0.00190225,0.0007415974,0.001089258,0.0007705832,0.001785058,0.001664348,0.002037761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788648,"about_ca_system_score_gemma":0.005312742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197525,"about_ca_topic_score_gemma":0.002286656,"domain_scores_codex":[0.9927031,0.004843913,0.0008997292,0.0003409328,0.0006974589,0.0005148898],"domain_scores_gemma":[0.9956911,0.001274632,0.0005655233,0.0006120341,0.001204356,0.0006523981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3126752,0.4765965,0.01814543,0.009154967,0.0008893652,0.00193505,0.004618734,0.008533832,0.02482014,0.001125182,0.005431802,0.1360738],"study_design_scores_gemma":[0.2082693,0.6882141,0.07465072,0.001198762,0.000591959,0.0005429829,0.001797813,0.00264043,0.004906212,0.0005272293,0.0163979,0.0002626242],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1544022,0.000150359,0.002627078,0.0001270541,0.00004332158,0.8403565,0.001072341,0.00004846857,0.001172692],"genre_scores_gemma":[0.04511886,0.0002109802,0.006912475,0.0001380816,0.00004474647,0.9461941,0.0007837893,0.000007925687,0.0005890916],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01778974,"threshold_uncertainty_score":0.09408224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796074363076099,"score_gpt":0.4106110698659545,"score_spread":0.2310036335583446,"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."}}