{"id":"W2809675408","doi":"10.2196/mental.9645","title":"Digital Characteristics and Dissemination Indicators to Optimize Delivery of Internet-Supported Mindfulness-Based Interventions for People With a Chronic Condition: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Psychological intervention; CINAHL; Facilitator; PsycINFO; Intervention (counseling); Medicine; Psychology; Population; MEDLINE; Clinical psychology; Applied psychology; Nursing; Social psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004621438,0.0004407176,0.00271239,0.0005498304,0.0001412629,0.00006515519,0.0003212669,0.0001603106,0.002463783],"category_scores_gemma":[0.00004299307,0.0003375367,0.0007577693,0.0004971749,0.0001022319,0.00009878947,0.00008818181,0.0001888982,0.00007170893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019488,"about_ca_system_score_gemma":0.0003113796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366642,"about_ca_topic_score_gemma":0.0000428471,"domain_scores_codex":[0.9965168,0.0002749531,0.002050898,0.0005597969,0.0002539232,0.0003436456],"domain_scores_gemma":[0.9965394,0.0002641786,0.002277794,0.000507483,0.000136652,0.0002745117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004427856,0.0004997925,0.000004072508,0.8441563,0.00030335,0.00000164033,0.0001365141,8.739766e-9,3.963558e-9,0.0005539258,0.02015101,0.1341491],"study_design_scores_gemma":[0.0004544286,0.002024874,0.00004759221,0.9574854,0.000899076,0.0000748016,0.0001638515,0.00001441668,0.000001603044,0.000007076427,0.03849433,0.0003325893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001369711,0.9573747,0.02318926,0.0001736894,0.0005298546,0.01279094,0.005689804,0.00004555795,0.00006926293],"genre_scores_gemma":[0.06927414,0.4708982,0.0004907199,0.0007419771,0.0005899988,0.4019986,0.03908252,0.0006187527,0.01630503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4864764,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325425033615876,"score_gpt":0.41166224124057,"score_spread":0.3784079909044112,"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."}}