{"id":"W2781530330","doi":"10.1016/j.jad.2017.12.093","title":"Mindfulness-based interventions for major depressive disorder: A comprehensive meta-analysis of randomized controlled trials","year":2018,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Macau University of Science and Technology Foundation; Beijing Municipal Administration of Hospitals; Beijing Municipal Science and Technology Commission; Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support; Canadian Network for Mood and Anxiety Treatments","keywords":"Randomized controlled trial; Mindfulness; Psychological intervention; Meta-analysis; Major depressive disorder; Psychology; Psychotherapist; Clinical psychology; Psychiatry; Medicine; Mood; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.009862929,0.001021727,0.05124,0.00455488,0.0002306098,0.00009049527,0.0009270331,0.0005566582,0.01659132],"category_scores_gemma":[0.008351302,0.0005744528,0.1544422,0.001585943,0.0005599718,0.0001178255,0.00008138226,0.0006266132,0.00001530794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000917121,"about_ca_system_score_gemma":0.0003458593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296022,"about_ca_topic_score_gemma":0.0003522915,"domain_scores_codex":[0.9744051,0.01496945,0.008886367,0.0006537833,0.0006397309,0.0004456303],"domain_scores_gemma":[0.9346902,0.0395012,0.02257927,0.0007361508,0.002311757,0.000181388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03200391,0.001816767,9.847436e-7,0.004153059,0.8049679,0.000004616857,0.00009253948,0.00007319341,2.983719e-8,0.004490298,0.00500397,0.1473927],"study_design_scores_gemma":[0.1556854,0.0007183651,0.000002335902,0.002954755,0.7839037,0.000006936416,0.0003870536,0.00006626338,0.000004593834,0.003106725,0.05275937,0.0004045347],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000132809,0.6370463,0.3547956,0.00007837493,0.001088969,0.005757704,0.001008517,0.00000945791,0.0002018239],"genre_scores_gemma":[0.02605577,0.6286231,0.001862763,0.0002686789,0.001621378,0.3319676,0.001522833,0.0009161413,0.007161788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3529328,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385903876176722,"score_gpt":0.4572178036589012,"score_spread":0.318627416041229,"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."}}