{"id":"W3194482598","doi":"10.2196/31170","title":"Mobile Apps That Promote Emotion Regulation, Positive Mental Health, and Well-being in the General Population: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Mental health; Systematic review; MEDLINE; Meta-analysis; Population; Medicine; Cochrane Library; Randomized controlled trial; Critical appraisal; Psychology; Alternative medicine; Psychiatry; Environmental health; Pathology","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":[0.0127686,0.002762732,0.01756201,0.008485757,0.0009002854,0.004095953,0.00220065,0.002516654,0.005469602],"category_scores_gemma":[0.04488403,0.001456699,0.02872084,0.008501071,0.0009039363,0.002584921,0.002199705,0.001988284,0.0003639735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596595,"about_ca_system_score_gemma":0.007030432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006939036,"about_ca_topic_score_gemma":0.01747817,"domain_scores_codex":[0.9912041,0.003509597,0.002988422,0.0007458621,0.001289027,0.0002629799],"domain_scores_gemma":[0.9755207,0.01837811,0.003726156,0.0004888474,0.001631786,0.0002542766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000862705,0.00004626349,0.0007841082,0.8564161,0.1227378,0.00006796888,0.0001123507,0.0001548886,0.0001030143,0.0001246963,0.0004515126,0.01813864],"study_design_scores_gemma":[0.0009305386,0.0004932347,0.003153702,0.243849,0.7465888,0.000153195,0.0001283664,0.0001527512,0.0001742434,0.0002564015,0.004082167,0.00003752201],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002213474,0.9955443,0.0003172876,0.0001275825,0.0001046364,0.000983758,0.0003795026,0.00001892809,0.0003106034],"genre_scores_gemma":[0.0414402,0.9522083,0.00190408,0.0006344686,0.0001560479,0.00300794,0.0003986295,0.00001579826,0.0002344679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01756201,"threshold_uncertainty_score":0.06752759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528625126173145,"score_gpt":0.4568918095509892,"score_spread":0.3816055582892578,"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."}}