{"id":"W1989400406","doi":"10.2196/mhealth.2733","title":"Mindfulness-Based Mobile Applications: Literature Review and Analysis of Current Features","year":2013,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Ciência sem Fronteiras; Gobierno de Aragón; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Mindfulness; mHealth; Applied psychology; Psychology; Mobile phone; Meditation; eHealth; Mobile technology; Clinical psychology; Computer science; Psychotherapist; Medicine; Psychological intervention; Health care; Mobile device; Psychiatry; World Wide Web; Political science","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":[0.004135156,0.0009865866,0.002587097,0.01883829,0.0006392825,0.002059242,0.001675134,0.001566287,0.005275405],"category_scores_gemma":[0.01775539,0.0007405212,0.002604067,0.01516801,0.000795222,0.002857088,0.001638656,0.001204848,0.0008985093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146441,"about_ca_system_score_gemma":0.005578997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622084,"about_ca_topic_score_gemma":0.005639547,"domain_scores_codex":[0.9980724,0.0004552506,0.0006659404,0.0001962355,0.0005209747,0.00008919009],"domain_scores_gemma":[0.9765064,0.01833847,0.002310526,0.0003047448,0.002298424,0.0002415558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001713183,0.00009122332,0.001010823,0.4709959,0.0006550165,0.0002399425,0.0006258719,0.0001408826,0.0005189694,0.001003739,0.007335686,0.5172106],"study_design_scores_gemma":[0.0000923264,0.0003524342,0.0104247,0.8180604,0.006882234,0.002022227,0.001046816,0.0003087975,0.0005550759,0.001858031,0.1583307,0.00006634717],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009217208,0.9971619,0.0002828967,0.0004636633,0.0001082471,0.0001261985,0.0002116846,0.00001665368,0.0007070031],"genre_scores_gemma":[0.005384834,0.9926268,0.0009176002,0.0003874038,0.000111334,0.0001748425,0.000246904,0.000007395152,0.0001428258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01883829,"threshold_uncertainty_score":0.02186906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306254731445082,"score_gpt":0.5473057964441873,"score_spread":0.4166803232996791,"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."}}