{"id":"W2887240541","doi":"10.2196/mental.8597","title":"Efficacy and Moderation of Mobile App–Based Programs for Mindfulness-Based Training, Self-Compassion Training, and Cognitive Behavioral Psychoeducation on Mental Health: Randomized Controlled Noninferiority Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Medical Research Fund","keywords":"Psychoeducation; Mindfulness; Mental health; Self-compassion; Psychology; Randomized controlled trial; Psychotherapist; Cognitive training; Clinical psychology; Moderation; Cognition; Psychological intervention; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001686011,0.0003398238,0.001513842,0.0002509804,0.0007146177,0.00006547493,0.00009269116,0.0001540175,0.0005738586],"category_scores_gemma":[0.00002361961,0.0002827955,0.0003205659,0.0001436992,0.0003227384,0.00008487057,0.00001460223,0.0001947496,0.000004247442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140696,"about_ca_system_score_gemma":0.0004723975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001785685,"about_ca_topic_score_gemma":0.0001210397,"domain_scores_codex":[0.9963112,0.0009782047,0.001293067,0.0006161911,0.0003199706,0.0004813245],"domain_scores_gemma":[0.997887,0.0003873512,0.00106251,0.0002084768,0.0001318445,0.0003228061],"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":[0.6748776,0.00905048,0.00003415407,0.0001506582,0.000129431,2.171404e-7,0.01970348,7.178101e-7,0.000009799882,0.001977938,0.002215581,0.2918499],"study_design_scores_gemma":[0.9606304,0.02189527,0.0005797708,0.0008727742,0.0001025282,0.000005424126,0.008025414,0.006011015,0.0003585541,0.0002362295,0.0009754042,0.0003072604],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591232,0.0001608041,0.01510699,0.001630644,0.00159897,0.0218532,0.0002820901,0.00009565226,0.0001484451],"genre_scores_gemma":[0.9572439,8.465102e-7,0.0005547054,0.0003693665,0.0002179967,0.04081718,0.0006320677,0.00003479491,0.000129179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2915426,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07058917545155771,"score_gpt":0.4452111012884503,"score_spread":0.3746219258368926,"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."}}