{"id":"W4309936168","doi":"10.3390/ijerph192315553","title":"Long-Term Multi-Sensory Gamma Stimulation of Dementia Patients: A Case Series Report","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Mood; Cognition; Quality of life (healthcare); Audiology; Medicine; Psychological intervention; Stimulation; Sensory processing; Sensory stimulation therapy; Physical medicine and rehabilitation; Psychology; Sensory system; Disease; Gerontology; Psychiatry; Clinical psychology; Physical therapy; Neuroscience; Internal medicine","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":[0.0002895521,0.001756489,0.0009804155,0.001870079,0.00254517,0.001389001,0.001143215,0.003260965,0.002316021],"category_scores_gemma":[0.001771353,0.0006732608,0.001075279,0.001399642,0.001481244,0.001068221,0.001311386,0.001827937,0.001013705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009309567,"about_ca_system_score_gemma":0.0007389921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152402,"about_ca_topic_score_gemma":0.003234473,"domain_scores_codex":[0.9995264,0.00005815702,0.00007023336,0.0001086629,0.00007243766,0.000164131],"domain_scores_gemma":[0.9990288,0.0001993956,0.0002419383,0.0001018931,0.00007484619,0.0003532493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003379579,0.0001025411,0.0163063,0.00003216272,0.00002407554,0.9800349,0.000468349,0.00003871297,0.0004767075,0.00005643592,0.0002164601,0.002209489],"study_design_scores_gemma":[0.000007090637,0.00007948074,0.007450591,0.00001454678,0.00001768054,0.9914801,0.0003065587,0.00006994925,0.0001436527,0.00007470976,0.0003447202,0.00001085479],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855641,0.005017183,0.002170328,0.0009037533,0.000167303,0.0001037278,0.00009464689,0.00007720898,0.005901786],"genre_scores_gemma":[0.9970173,0.001174348,0.0003317421,0.0003433831,0.0002119866,0.00001941988,0.00004655177,0.000009400789,0.000845846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003260965,"threshold_uncertainty_score":0.007747889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208540337566885,"score_gpt":0.3970972389226629,"score_spread":0.2762432051659744,"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."}}