{"id":"W4407933469","doi":"10.1016/j.brs.2024.12.612","title":"Frequency-Dependent Modulation of tPBM on Mindfulness-Induced Brain Oscillations: A Randomized, Double-Blind, Sham-Controlled Crossover Study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Crossover study; Mindfulness; Double blind; Crossover; Modulation (music); Psychology; Randomized controlled trial; Neuroscience; Medicine; Audiology; Physics; Clinical psychology; Internal medicine; Computer science; Acoustics","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":[0.001676399,0.00140335,0.003720294,0.0007386263,0.0006359172,0.0007051942,0.001178416,0.001511485,0.006251495],"category_scores_gemma":[0.002279819,0.0007715575,0.0009895831,0.0006055341,0.002067766,0.001046482,0.0006307151,0.002004104,0.0006505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378001,"about_ca_system_score_gemma":0.000862877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547812,"about_ca_topic_score_gemma":0.0007026524,"domain_scores_codex":[0.9988949,0.0003665175,0.000122047,0.0002942241,0.0001217397,0.000200613],"domain_scores_gemma":[0.9987152,0.0004754344,0.0002113151,0.0002270314,0.00009847374,0.0002725547],"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":[0.913453,0.04903629,0.0002342613,0.0005031463,0.00029704,0.00002095145,0.0001061086,0.0001353701,0.02088417,0.0001323896,0.0001655094,0.01503167],"study_design_scores_gemma":[0.6810248,0.3097331,0.003297423,0.00004121361,0.0004792724,0.0000216522,0.00003934873,0.0005082149,0.004109249,0.0002178651,0.0004939119,0.00003397236],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926203,0.0007536078,0.001544018,0.00009427175,0.0002833591,0.003854334,0.00024059,0.0000714605,0.0005379847],"genre_scores_gemma":[0.9824322,0.001020504,0.00406838,0.0002646585,0.000538382,0.009644344,0.0002451609,0.00005012281,0.001736272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006251495,"threshold_uncertainty_score":0.0209133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252554135137708,"score_gpt":0.3851604616465635,"score_spread":0.3326349202951864,"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."}}