{"id":"W2921433293","doi":"10.3389/fnins.2019.00132","title":"Music Intervention Approaches for Alzheimer’s Disease: A Review of the Literature","year":2019,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Music Therapy and Health","field":"Psychology","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Music therapy; Intervention (counseling); Active listening; Dementia; Psychology; Cognition; Psychological intervention; Medicine; Disease; Psychotherapist; Clinical psychology; Psychiatry","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":[0.002005209,0.001282288,0.00305625,0.005519609,0.0004709968,0.001533158,0.001360951,0.001563009,0.004227675],"category_scores_gemma":[0.005692613,0.0004663601,0.00210508,0.005781756,0.0005046949,0.001328076,0.0007879963,0.001054091,0.0006335198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242321,"about_ca_system_score_gemma":0.00309297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369556,"about_ca_topic_score_gemma":0.006230689,"domain_scores_codex":[0.999102,0.0002164156,0.0003198934,0.0001080596,0.000209957,0.00004369529],"domain_scores_gemma":[0.9958268,0.00338827,0.0003973639,0.00004185801,0.0002807135,0.0000649857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483393,0.0000616259,0.0002259172,0.5796649,0.0008704803,0.0001390559,0.000216465,0.0001464983,0.0003165323,0.0006764873,0.005767783,0.4117659],"study_design_scores_gemma":[0.0001861831,0.0004642548,0.005774152,0.696447,0.01079027,0.001893836,0.0006157486,0.0001609953,0.0004254804,0.001511433,0.2816745,0.00005612141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007049533,0.9996856,0.00002066498,0.00005458457,0.00003821002,0.00001004775,0.00001108084,0.000001680045,0.0001077046],"genre_scores_gemma":[0.0006784899,0.9990558,0.00009348205,0.0000679806,0.00003253536,0.00001641944,0.00001269154,7.121397e-7,0.00004187408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005519609,"threshold_uncertainty_score":0.01414293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2493662104204166,"score_gpt":0.4167331996462686,"score_spread":0.167366989225852,"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."}}