{"id":"W4312535156","doi":"10.2196/40135","title":"Effects of a Neuroscience-Based Mindfulness Meditation Program on Psychological Health: Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Meditation; Mindfulness; Psychology; Compassion; Intervention (counseling); Clinical psychology; Psychotherapist; Randomized controlled trial; Neuropsychology; Cognition; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002371354,0.001391114,0.003516972,0.0008294394,0.0009963376,0.000982378,0.001687437,0.002471608,0.01015887],"category_scores_gemma":[0.002511483,0.001067948,0.001731062,0.0006815724,0.002008522,0.001209137,0.0009933908,0.002285096,0.0009190522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009261152,"about_ca_system_score_gemma":0.002460395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922271,"about_ca_topic_score_gemma":0.003385461,"domain_scores_codex":[0.9987098,0.000527373,0.0001435652,0.0002674799,0.0001371888,0.0002146222],"domain_scores_gemma":[0.9983021,0.0004941465,0.0003267227,0.0001808929,0.0001538408,0.0005422502],"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":[0.898025,0.08037814,0.0004823708,0.001131334,0.0005851939,0.000053239,0.000137361,0.0001560769,0.002921886,0.00007724268,0.0002757414,0.01577644],"study_design_scores_gemma":[0.8578628,0.1397424,0.001330295,0.00005361195,0.0002363337,0.00001102047,0.00003318518,0.0001564575,0.0003027136,0.00006326424,0.0001985261,0.000009432039],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420252,0.001869337,0.001261515,0.0005519213,0.0006927305,0.05117227,0.0008187887,0.0001973011,0.001410923],"genre_scores_gemma":[0.9162029,0.002351888,0.005916369,0.0007417573,0.0007487201,0.07092338,0.0005282076,0.00002346473,0.002563273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015887,"threshold_uncertainty_score":0.03398478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163599034200308,"score_gpt":0.4982189489272923,"score_spread":0.3818590455072615,"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."}}