{"id":"W2197546682","doi":"10.1017/s1041610215001866","title":"Music therapy in patients with dementia and behavioral disturbance on an inpatient psychiatry unit: results from a pilot randomized controlled study","year":2015,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Music Therapy and Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Dementia; Anxiety; Psychiatry; Depression (economics); Aggression; Medicine; Randomized controlled trial; Population; Psychosis; Disease","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":[0.001833084,0.0007585807,0.002824523,0.0004003251,0.0006370376,0.0007446017,0.0006699711,0.001801018,0.005781203],"category_scores_gemma":[0.003735064,0.0003996148,0.001981796,0.0006503307,0.0007088235,0.000699001,0.0004009139,0.001384522,0.0004323217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008188109,"about_ca_system_score_gemma":0.001281492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824247,"about_ca_topic_score_gemma":0.004936317,"domain_scores_codex":[0.9987512,0.000721443,0.0001977314,0.0001271292,0.00009762525,0.000104823],"domain_scores_gemma":[0.9980884,0.0007349103,0.0004825171,0.0001273109,0.0001630631,0.0004038905],"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":[0.9314648,0.02361896,0.004639071,0.002761517,0.003554081,0.0002248109,0.0001392888,0.00009562282,0.00125053,0.00008340609,0.001356316,0.03081162],"study_design_scores_gemma":[0.9174969,0.06790636,0.01119135,0.0001665967,0.002229529,0.00006679707,0.00008358157,0.0001660819,0.0000940861,0.00008197036,0.0004997,0.00001705942],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798362,0.01001461,0.0004075611,0.001301953,0.0007801172,0.005002094,0.0007784198,0.00005532047,0.001823781],"genre_scores_gemma":[0.9822257,0.006186949,0.001653817,0.001974729,0.00109604,0.005268461,0.0004612271,0.000006341056,0.001126817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005781203,"threshold_uncertainty_score":0.01934004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443855234821948,"score_gpt":0.3446407236574506,"score_spread":0.3002021713092312,"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."}}