{"id":"W3160114885","doi":"10.3390/brainsci11050666","title":"Neurophysiological Changes Induced by Music-Supported Therapy for Recovering Upper Extremity Function after Stroke: A Case Series","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; International Laboratory for Brain, Music and Sound Research; Université de Montréal; Concordia University; Centre for Interdisciplinary Research in Rehabilitation; Jewish Rehabilitation Hospital; McGill University; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"GRAMMY Foundation","keywords":"Physical medicine and rehabilitation; Stroke (engine); Rehabilitation; Psychology; Magnetoencephalography; Medicine; Neuroscience; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003362127,0.0001969376,0.0001965807,0.00007071674,0.0004508061,0.000309432,0.0002763535,0.0000801491,0.0002530777],"category_scores_gemma":[0.0005329167,0.0001463226,0.00009118662,0.0004390857,0.0002993839,0.0004987621,0.0001346266,0.0001352253,0.000008295064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000144807,"about_ca_system_score_gemma":0.00006924997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001278718,"about_ca_topic_score_gemma":0.00005028933,"domain_scores_codex":[0.9980204,0.0002274104,0.0001915368,0.0008640098,0.0002744633,0.0004221646],"domain_scores_gemma":[0.9989426,0.0005991957,0.00009261027,0.0002173062,0.00005994072,0.00008839923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001181206,0.00006869878,0.0002000857,0.000007981022,0.000003672258,0.0001609247,0.0003279579,0.000006680905,0.9787779,0.00007855865,0.001773622,0.01847578],"study_design_scores_gemma":[0.0005577579,0.00149725,0.0025644,0.00002508062,0.000006798095,0.001049014,0.0007332471,0.00108022,0.9618004,0.0007330827,0.02954465,0.0004080954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993816,0.0001097826,0.0004970407,0.003945963,0.0009141419,0.0002648942,0.00007402909,0.0001089019,0.0002692037],"genre_scores_gemma":[0.9909882,0.00003434101,0.0004760164,0.007201629,0.0001759105,0.00008845343,0.000003263356,0.00001139462,0.001020786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02777103,"threshold_uncertainty_score":0.5966861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07923975057125593,"score_gpt":0.2959345475660474,"score_spread":0.2166947969947914,"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."}}