{"id":"W4298087588","doi":"10.1111/nyas.14892","title":"Putting music to trial: Consensus on key methodological challenges investigating music‐based rehabilitation","year":2022,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Music Therapy and Health","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; International Laboratory for Brain, Music and Sound Research; Centre for Research on Brain Language and Music","funders":"European Research Council; Academy of Finland; Norges Forskningsråd; EU Joint Programme – Neurodegenerative Disease Research; Fundació la Marató de TV3","keywords":"Key (lock); Music therapy; Rehabilitation; Psychology; Computer science; Psychotherapist; Neuroscience; Computer security","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3183874,0.002058543,0.01385133,0.004988739,0.002741801,0.0141172,0.008948715,0.01313798,0.005006496],"category_scores_gemma":[0.6097897,0.001756377,0.009515139,0.006782225,0.0066772,0.01402159,0.007363542,0.01573255,0.001923765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00595325,"about_ca_system_score_gemma":0.02761001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518442,"about_ca_topic_score_gemma":0.004367237,"domain_scores_codex":[0.6926482,0.1641233,0.09583437,0.01215971,0.03313226,0.002102198],"domain_scores_gemma":[0.3224325,0.6150213,0.01806911,0.01417264,0.02788062,0.002423901],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002107405,0.0001052037,0.0009331984,0.3520469,0.01133674,0.0001563489,0.001569152,0.0004663454,0.0003848218,0.02847606,0.03493062,0.5674872],"study_design_scores_gemma":[0.002675561,0.0005843134,0.001445644,0.6643451,0.01448314,0.0002473842,0.001090926,0.0007488943,0.000857147,0.07055914,0.2428004,0.0001623445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005008838,0.9096788,0.009441565,0.06195332,0.01319177,0.002358905,0.0004054176,0.00008305443,0.002386176],"genre_scores_gemma":[0.0216875,0.7982391,0.05722886,0.09096893,0.01128754,0.01834737,0.0007628818,0.0003764867,0.001101479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6816126,"threshold_uncertainty_score":0.8405497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8103827401349952,"score_gpt":0.5556487380294699,"score_spread":0.2547340021055253,"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."}}