{"id":"W3190395424","doi":"10.47513/mmd.v13i3.821","title":"Telehealth music therapy for persons with dementia and/or caregivers","year":2021,"lang":"en","type":"article","venue":"Music and Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Telehealth; Dementia; Pandemic; Coronavirus disease 2019 (COVID-19); Music therapy; 2019-20 coronavirus outbreak; Point (geometry); Psychology; Reflection (computer programming); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Gerontology; Medicine; Telemedicine; Psychiatry; Computer science; Health care; Political science; 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":[0.0006792558,0.0001462545,0.0001618924,0.0003474967,0.001291163,0.00055758,0.0002334566,0.0006211533,0.008039609],"category_scores_gemma":[0.002946079,0.00006475848,0.0002249455,0.0001551996,0.0002960141,0.0005483214,0.0009562083,0.0005683291,0.0007465695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765768,"about_ca_system_score_gemma":0.001497093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663044,"about_ca_topic_score_gemma":0.008349084,"domain_scores_codex":[0.9996992,0.0001634084,0.00001629314,0.00001438213,0.00004358923,0.0000630717],"domain_scores_gemma":[0.9995346,0.0001464369,0.00006048749,0.00002348153,0.000046619,0.0001883304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003705268,0.00208722,0.03739246,0.001174742,0.00004841305,0.001561427,0.02069019,0.0001313849,0.001864287,0.002137399,0.06702789,0.865514],"study_design_scores_gemma":[0.001096221,0.006273365,0.3898069,0.007503361,0.0002797519,0.01449605,0.1628217,0.001415107,0.00303891,0.02122775,0.3919366,0.0001043127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025568,0.0314593,0.002415702,0.06908914,0.001566335,0.0003690328,0.0001703684,0.000148083,0.09222519],"genre_scores_gemma":[0.9679182,0.01618669,0.002401461,0.004580359,0.0003864703,0.0001809271,0.00005609187,0.000008530127,0.008281284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008039609,"threshold_uncertainty_score":0.02689523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06957760129078944,"score_gpt":0.3487127048296778,"score_spread":0.2791351035388884,"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."}}