{"id":"W4294925023","doi":"10.1016/j.jsmc.2022.06.002","title":"A Meta-Analysis of Mindfulness-Based Therapies for Insomnia and Sleep Disturbance Moving Toward Processes of Change","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Beatrice Hunter Cancer Research Institute","keywords":"Insomnia; Mindfulness; Medicine; Sleep disorder; Sleep (system call); Meta-analysis; Clinical psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001494652,0.0006340368,0.006873325,0.001069157,0.00009281755,0.0000062484,0.0006081415,0.0005447161,0.003517478],"category_scores_gemma":[0.0008728116,0.0004158969,0.002208033,0.002487757,0.0005310539,0.00004742922,0.00009184078,0.0005544564,0.000001775905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002868292,"about_ca_system_score_gemma":0.0001221411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008998867,"about_ca_topic_score_gemma":0.00003409882,"domain_scores_codex":[0.995695,0.0004609788,0.002111144,0.00086103,0.0004931001,0.0003787512],"domain_scores_gemma":[0.9913971,0.004883178,0.002496459,0.0008544673,0.0002567566,0.00011208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00009746056,0.0004341156,0.00004239896,0.01689091,0.3085316,0.000005988651,0.003955539,0.000006506253,9.8341e-9,0.0003148324,0.0001971867,0.6695234],"study_design_scores_gemma":[0.001057841,0.0004569493,0.000007414196,0.0004028477,0.5295019,0.000001612467,0.001242023,0.00005648124,3.220345e-7,0.0001532993,0.4668435,0.0002757878],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004086234,0.9940596,0.001768132,0.0004306662,0.0008684736,0.001989876,0.0005471663,0.00003516015,0.0002600218],"genre_scores_gemma":[0.001488259,0.9933487,0.00011625,0.0005375749,0.0001751012,0.003317965,0.0007451326,0.0001080408,0.0001629903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6692476,"threshold_uncertainty_score":0.9998293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3148041383734379,"score_gpt":0.4374536709975588,"score_spread":0.1226495326241209,"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."}}