{"id":"W4385974377","doi":"10.2196/42851","title":"The Effectiveness of a Neurofeedback-Assisted Mindfulness Training Program Using a Mobile App on Stress Reduction in Employees: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Stress reduction; Neurofeedback; Mindfulness-based stress reduction; Randomized controlled trial; mHealth; Psychology; Smartphone app; Stress management; Mobile apps; Applied psychology; Clinical psychology; Meditation; Psychotherapist; Physical therapy; Computer science; Medicine; Psychological intervention; Psychiatry; Human–computer interaction; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00524964,0.0002427459,0.00142511,0.0004121597,0.0004353309,0.0000452846,0.0001640199,0.0001627699,0.00007824818],"category_scores_gemma":[0.0002139811,0.0001588358,0.0003301907,0.0008062765,0.0002244684,0.0000482277,0.00003301342,0.0004004633,0.00000702809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007222934,"about_ca_system_score_gemma":0.000258784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004050036,"about_ca_topic_score_gemma":0.00005351075,"domain_scores_codex":[0.9923529,0.004990953,0.001276303,0.0004680818,0.0002869809,0.0006247805],"domain_scores_gemma":[0.9956467,0.003077773,0.000651508,0.0003417351,0.00008873948,0.000193609],"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":[0.8923317,0.001311454,0.00005010937,0.000575722,0.00008609012,0.000007008337,0.001314226,0.00006777669,0.000003459873,0.0106021,0.000136653,0.09351377],"study_design_scores_gemma":[0.9804568,0.002691063,0.006112791,0.0008058415,0.0001277456,0.00001702154,0.005521251,0.001436777,0.00006225218,0.002432439,0.0001374164,0.000198571],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854014,0.0001811731,0.0002862559,0.0001679353,0.002237759,0.01120077,0.00002208598,0.0001192145,0.0003834276],"genre_scores_gemma":[0.9392377,0.00000819557,0.000009888651,0.00001507215,0.0001517827,0.06035157,0.00001671361,0.00002889651,0.000180144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0933152,"threshold_uncertainty_score":0.6477138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340613375146731,"score_gpt":0.4381777146040798,"score_spread":0.3547715808526125,"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."}}