{"id":"W4400443760","doi":"10.3390/audiolres14040052","title":"Can Music Enhance Working Memory and Speech in Noise Perception in Cochlear Implant Users? Design Protocol for a Randomized Controlled Behavioral and Electrophysiological Study","year":2024,"lang":"en","type":"article","venue":"Audiology Research","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"William Demant Fonden","keywords":"Cochlear implant; Audiology; Speech perception; Psychology; Working memory; Cognition; Perception; Speech recognition; Computer science; Medicine; Neuroscience","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":[0.01741242,0.004506478,0.008080442,0.002172914,0.003326514,0.001866623,0.00256969,0.005890755,0.03915329],"category_scores_gemma":[0.01556523,0.002030494,0.002728986,0.002114157,0.003222281,0.00184796,0.001625167,0.0051909,0.005486927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381732,"about_ca_system_score_gemma":0.01051987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649907,"about_ca_topic_score_gemma":0.00352181,"domain_scores_codex":[0.9870798,0.00541388,0.001918402,0.001765518,0.001654127,0.002168339],"domain_scores_gemma":[0.9883902,0.003052714,0.002519607,0.001864827,0.002612694,0.00156008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9172481,0.05319601,0.001149074,0.002229373,0.0007772612,0.0001008074,0.0001734747,0.0006706372,0.001970446,0.0008074264,0.00336486,0.01831258],"study_design_scores_gemma":[0.8469426,0.1324855,0.004975462,0.0005863567,0.0006822906,0.00002891167,0.0001199325,0.001150426,0.001477626,0.001375586,0.01006894,0.0001064451],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0181683,0.0002940378,0.001542982,0.0001639928,0.0004836242,0.9769818,0.001277648,0.0001008169,0.0009867715],"genre_scores_gemma":[0.007098882,0.00007762501,0.001427446,0.000158197,0.00005241048,0.9907517,0.00009700785,0.000004436706,0.0003322518],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03915329,"threshold_uncertainty_score":0.1309808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611786734137414,"score_gpt":0.4527128020621091,"score_spread":0.2915341286483678,"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."}}