{"id":"W4378516076","doi":"10.3390/ijerph20105818","title":"“Follow the Musical Road”: Selecting Appropriate Music Experiences for People with Dementia Living in the Community","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Music Therapy and Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Alzheimer Society","keywords":"Dementia; Singing; Psychology; Music therapy; Focus group; Exploratory research; Medicine; Applied psychology; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00440191,0.0005542805,0.0005255711,0.001441438,0.01100603,0.005683058,0.001236131,0.002039029,0.002442379],"category_scores_gemma":[0.006242058,0.0003864,0.0005236459,0.000727869,0.005379152,0.00485117,0.00856735,0.001998295,0.0006265016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127874,"about_ca_system_score_gemma":0.003054024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876506,"about_ca_topic_score_gemma":0.01040323,"domain_scores_codex":[0.9963763,0.002612929,0.0001432477,0.0001168233,0.0002705947,0.0004801118],"domain_scores_gemma":[0.9981846,0.0007075907,0.0001891813,0.00006938284,0.0001520317,0.0006970966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006023898,0.0001277254,0.004072457,0.000363792,0.000009391534,0.001788961,0.9624365,0.00002215868,0.0009717091,0.001513349,0.003593753,0.02504004],"study_design_scores_gemma":[0.000009539212,0.00007397209,0.001944315,0.0002013794,0.000007856716,0.001048825,0.9801917,0.000023423,0.0001334692,0.0007649973,0.01558199,0.00001863826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545771,0.003043112,0.004231178,0.00763062,0.0003918944,0.000481552,0.00006862942,0.0001008913,0.02947491],"genre_scores_gemma":[0.9847969,0.002581903,0.007288716,0.001729319,0.00005952032,0.0003388071,0.00004825097,0.00003229066,0.00312432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100603,"threshold_uncertainty_score":0.02327979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743368420392282,"score_gpt":0.4339894961264688,"score_spread":0.2596526540872406,"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."}}