{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227071,0.003496374,0.008906252,0.001248073,0.001348587,0.001991237,0.002306816,0.005545437,0.02044216],"category_scores_gemma":[0.01582695,0.001309373,0.004315118,0.001305084,0.002825907,0.002457465,0.00138643,0.004399221,0.002659789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725401,"about_ca_system_score_gemma":0.004037658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257115,"about_ca_topic_score_gemma":0.002323332,"domain_scores_codex":[0.9871795,0.008521071,0.001261708,0.001219432,0.0008704659,0.0009478905],"domain_scores_gemma":[0.9901405,0.003803863,0.002290159,0.001245011,0.001139526,0.001380855],"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":[0.9888637,0.004966205,0.0001372388,0.0005744417,0.0006668406,0.00001285021,0.000021669,0.0001309257,0.0003480265,0.0001232888,0.0002496832,0.003905182],"study_design_scores_gemma":[0.9638758,0.03467925,0.0003353381,0.0000404963,0.0002904776,0.000005308008,0.000009585482,0.0001971996,0.00009872311,0.0001702904,0.000289787,0.000007809049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5915727,0.009761806,0.008470064,0.00243672,0.006450975,0.3701822,0.003175796,0.0007095544,0.007240195],"genre_scores_gemma":[0.4522944,0.002438657,0.01685583,0.002468665,0.001238408,0.5156448,0.001234341,0.00005664178,0.007768274],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02044216,"threshold_uncertainty_score":0.06838584,"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."}}