{"id":"W4401391731","doi":"10.1177/20552076241271875","title":"Rhythmic musical intervention improves response time of memory tests: A pilot study on the application of a digital cognitive assessment","year":2024,"lang":"en","type":"article","venue":"Digital Health","topic":"Music Therapy and Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mood; Cognition; Intervention (counseling); Dementia; Psychology; Anxiety; Rhythm; Cognitive Intervention; Musical; Population; Psychological intervention; Clinical psychology; Cognitive psychology; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001161387,0.000149957,0.0002919385,0.0001475758,0.00006169685,0.00006829908,0.0001294383,0.0000366148,0.0001055419],"category_scores_gemma":[0.00008231568,0.0001074693,0.00009539468,0.0002859759,0.0001189265,0.0001689724,0.00004416404,0.0002509978,0.0001469013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279885,"about_ca_system_score_gemma":0.000247488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041828,"about_ca_topic_score_gemma":0.00001524379,"domain_scores_codex":[0.9981886,0.0003283465,0.0006155464,0.000363811,0.0002638801,0.0002398089],"domain_scores_gemma":[0.9979101,0.001352494,0.0002448321,0.0003386817,0.00006900048,0.00008487902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01597569,0.01866682,0.001451207,0.0007017975,0.0005079728,0.00002713778,0.02930496,9.532567e-7,0.001065241,0.02441677,0.002481702,0.9053997],"study_design_scores_gemma":[0.006130697,0.1439999,0.7857556,0.001813487,0.00008295332,0.00007472795,0.05009067,0.0007871889,0.0001156677,0.007675544,0.002848933,0.0006246443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902782,0.0001656824,0.001251207,0.001385967,0.0002034725,0.001945651,0.0004216796,0.00007469747,0.004273409],"genre_scores_gemma":[0.998732,0.000002134707,0.000004832733,0.0002884616,0.00009073256,0.0002133322,0.00005601826,0.00002600315,0.0005864713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9047751,"threshold_uncertainty_score":0.4382472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242954194976504,"score_gpt":0.4175700906700469,"score_spread":0.3651405487202819,"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."}}