{"id":"W4400881290","doi":"10.1016/j.ctcp.2024.101885","title":"Effects of personalized music listening on post-stroke cognitive impairment: A randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Complementary Therapies in Clinical Practice","topic":"Music Therapy and Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Randomized controlled trial; Active listening; Medicine; Cognition; Music therapy; Affect (linguistics); Anxiety; Physical therapy; Clinical psychology; Audiology; Psychology; Psychiatry; Internal medicine; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01261373,0.0003549686,0.002268137,0.0002843928,0.0001193895,0.00005777354,0.000283293,0.0001844141,0.008949277],"category_scores_gemma":[0.003982356,0.0002663732,0.001131056,0.000215912,0.0005318609,0.0002170691,0.00006825422,0.001109115,0.0001238688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007528605,"about_ca_system_score_gemma":0.0001810636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518059,"about_ca_topic_score_gemma":0.00004751339,"domain_scores_codex":[0.9863654,0.009494396,0.002491172,0.0006821437,0.0004889791,0.0004779123],"domain_scores_gemma":[0.879025,0.1197188,0.000712949,0.0002908515,0.0001348435,0.0001174916],"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":[0.9338219,0.003374609,0.0000293095,0.0001478741,0.004511699,0.0002052028,0.01755816,4.320158e-7,0.00004090403,0.01730517,0.001142689,0.02186203],"study_design_scores_gemma":[0.9660053,0.006439042,0.000302688,0.0004694205,0.0009234205,0.00001271449,0.006600413,0.0001185255,0.000006663914,0.001221865,0.01765162,0.0002483254],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304393,0.01814808,0.0004668296,0.006931239,0.01105929,0.01599412,0.0001550044,0.0001530279,0.01665314],"genre_scores_gemma":[0.9760557,0.001119489,0.0006613213,0.01834691,0.001191287,0.001429442,0.00005501888,0.00005752479,0.001083316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102244,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252216388830009,"score_gpt":0.4634622409929723,"score_spread":0.3909400771046722,"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."}}