{"id":"W3160397133","doi":"10.1186/s13063-021-05560-7","title":"Randomized controlled trial of neurologic music therapy in Parkinson’s disease: research rehabilitation protocols for mechanistic and clinical investigations","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Complementary and Integrative Health; University of Colorado Denver","keywords":"Medicine; Rehabilitation; Physical medicine and rehabilitation; Randomized controlled trial; Rhythm; Music therapy; Neuroscience; Physical therapy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03338635,0.0001173663,0.001409641,0.0002153253,0.0001538325,0.00008173205,0.0001561874,0.00008976729,0.00005174589],"category_scores_gemma":[0.316627,0.00008319295,0.000367004,0.0005015309,0.0009046929,0.0001330585,0.00004308451,0.0001901454,0.000002157973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806879,"about_ca_system_score_gemma":0.0004483723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000064489,"about_ca_topic_score_gemma":0.000006777675,"domain_scores_codex":[0.97804,0.01901937,0.00162914,0.000610179,0.0004658517,0.0002355074],"domain_scores_gemma":[0.9380642,0.06083638,0.0004648544,0.0003288398,0.000185641,0.0001201428],"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":[0.7790697,0.0005058973,0.00003984258,0.00002399464,0.000003109805,0.000003698313,0.0001230405,0.000006427237,0.2129506,0.006028442,0.00009631039,0.001148972],"study_design_scores_gemma":[0.9076991,0.001543985,0.0007630595,0.0000318436,0.00003101355,7.118685e-7,0.00002554261,0.00113986,0.003313836,0.08472314,0.000651443,0.00007645367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955123,0.00001539767,0.0001972024,0.001470524,0.0004486877,0.1022563,0.00001816231,0.00002203661,0.00005938912],"genre_scores_gemma":[0.9253998,0.0001933153,0.0003596118,0.0006149876,0.0002095233,0.07313006,0.000002999548,0.0000102416,0.00007945219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832406,"threshold_uncertainty_score":0.9953322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4955209593587451,"score_gpt":0.5310347147274971,"score_spread":0.03551375536875195,"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."}}