{"id":"W3197405589","doi":"10.1111/obr.13331","title":"E‐&amp;mHealth interventions targeting nutrition, physical activity, sedentary behavior, and/or obesity among children: A scoping review of systematic reviews and meta‐analyses","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Institute of General Medical Sciences; Mitacs; Government of Canada","keywords":"Psychological intervention; mHealth; Systematic review; Childhood obesity; Medicine; Meta-analysis; Obesity; Behavior change methods; Intervention (counseling); Modalities; Gerontology; MEDLINE; Physical activity; Physical therapy; Overweight; Nursing; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02876376,0.002998243,0.01366035,0.01915426,0.00118403,0.004488323,0.002445617,0.002530826,0.004547392],"category_scores_gemma":[0.07817937,0.002102125,0.02010906,0.01788187,0.001073396,0.003398119,0.003128048,0.001830055,0.0004869899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00697565,"about_ca_system_score_gemma":0.01676341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007987,"about_ca_topic_score_gemma":0.0288847,"domain_scores_codex":[0.979956,0.007038169,0.007946183,0.001090913,0.003341087,0.0006275905],"domain_scores_gemma":[0.962669,0.02312924,0.007900699,0.000841935,0.005145635,0.0003134176],"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":[0.0003077993,0.00002780381,0.0009721894,0.9277923,0.03414204,0.00009003728,0.0002225099,0.0001723194,0.0002313748,0.0001884553,0.001302022,0.03455128],"study_design_scores_gemma":[0.0003749965,0.0002426866,0.003737026,0.7228311,0.2614399,0.0001829121,0.000216113,0.0001946272,0.000359935,0.0003167415,0.01006149,0.00004249758],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001316425,0.9955254,0.0004871751,0.0003027259,0.0001313092,0.001434121,0.0004433407,0.00002448735,0.0003349902],"genre_scores_gemma":[0.01862628,0.9731112,0.002687993,0.0006522131,0.0001207686,0.004050768,0.0004844116,0.00001447096,0.000251919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02876376,"threshold_uncertainty_score":0.1521191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4527058956833775,"score_gpt":0.586078585325027,"score_spread":0.1333726896416494,"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."}}