{"id":"W4311692524","doi":"10.21203/rs.3.rs-2357458/v1","title":"The effects of individual music therapy in nursing home residents with dementia to improve general well-being: study protocol of a randomized controlled trial","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Dementia; Medicine; Anxiety; Randomized controlled trial; Quality of life (healthcare); Intervention (counseling); Music therapy; Distress; Severe dementia; Clinical trial; Physical therapy; Psychiatry; Clinical psychology; Nursing","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":[0.02157648,0.006123454,0.01685708,0.002297349,0.002874617,0.003845447,0.003217923,0.006646032,0.03636914],"category_scores_gemma":[0.01953651,0.002529171,0.007727731,0.003025454,0.003522079,0.002840957,0.001822871,0.005990878,0.006386381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004221012,"about_ca_system_score_gemma":0.01168964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175299,"about_ca_topic_score_gemma":0.005656439,"domain_scores_codex":[0.9869824,0.007411282,0.001509296,0.001337357,0.001259429,0.001500222],"domain_scores_gemma":[0.9910656,0.002472898,0.001804432,0.001074426,0.002064005,0.001518664],"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":[0.9702221,0.008921088,0.0002689102,0.006827204,0.0019553,0.00007495392,0.0001041594,0.0004949573,0.0007198757,0.000474043,0.001646363,0.008291023],"study_design_scores_gemma":[0.9753727,0.01965343,0.0005545029,0.0004664978,0.000758254,0.00001102643,0.00003418222,0.0003719901,0.0001685143,0.0003350621,0.002246641,0.00002728066],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01260553,0.00101331,0.001424501,0.0002341463,0.0006627457,0.9817806,0.001235031,0.0001179534,0.0009263006],"genre_scores_gemma":[0.008862981,0.000377313,0.001968925,0.0001877582,0.0001477165,0.9876279,0.0002053121,0.000007917703,0.0006141649],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03636914,"threshold_uncertainty_score":0.1216669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693763345593349,"score_gpt":0.463595633275972,"score_spread":0.4166579998200385,"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."}}