{"id":"W4221013970","doi":"10.1016/j.jagp.2022.01.060","title":"Examining the Impact of Individualized Music for Patients on a Geriatric Psychiatry Unit","year":2022,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interior Health","funders":"","keywords":"Active listening; Psychology; Participant observation; Psychological intervention; Music therapy; Mental health; Session (web analytics); Applied psychology; Motivational interviewing; Baseline (sea); Dementia; Medicine; Psychiatry; Psychotherapist","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":[0.0008091458,0.0002298755,0.000302894,0.0003581709,0.001057511,0.0007060273,0.0004437537,0.0005044237,0.003212985],"category_scores_gemma":[0.007050884,0.0001195601,0.0005349409,0.0003602375,0.000370128,0.0004338297,0.000986502,0.0008117623,0.0001864535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447265,"about_ca_system_score_gemma":0.003415767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00684535,"about_ca_topic_score_gemma":0.03986033,"domain_scores_codex":[0.9992579,0.0003080702,0.00005830231,0.000044878,0.0001240709,0.0002067952],"domain_scores_gemma":[0.9972112,0.0007379721,0.0005372912,0.00007903769,0.0002076761,0.001226847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01670023,0.03126232,0.5537022,0.0007793278,0.0009758978,0.001429909,0.005509324,0.001258576,0.00230149,0.0006196491,0.006020735,0.3794403],"study_design_scores_gemma":[0.001512103,0.02556811,0.9536495,0.0002561325,0.0005027481,0.0003746859,0.01411546,0.0005575097,0.0004315581,0.0003348746,0.002655989,0.00004141253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972868,0.0002127352,0.00002340313,0.0006132376,0.00003031741,0.00006028181,0.00003263112,0.000002671971,0.001738034],"genre_scores_gemma":[0.9987375,0.000323997,0.0002606554,0.0002902587,0.00004350164,0.0000491289,0.00004493504,0.000001186685,0.0002488702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00684535,"threshold_uncertainty_score":0.01361102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690863442385545,"score_gpt":0.3453148085407117,"score_spread":0.3084061741168563,"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."}}