{"id":"W2808364813","doi":"10.2196/10799","title":"Text Messaging Interventions for Improvement in Physical Activity and Sedentary Behavior in Youth: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the West of Scotland","keywords":"Psychological intervention; Sedentary behavior; Short Message Service; Behavior change; Intervention (counseling); Behavior change methods; Inclusion (mineral); Psychology; Randomized controlled trial; Medicine; Physical activity; Clinical psychology; Gerontology; Physical therapy; Social psychology; Psychiatry","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":[0.008345919,0.001695785,0.008691814,0.006517227,0.0007270038,0.002261814,0.002112762,0.002223289,0.005838651],"category_scores_gemma":[0.03669723,0.0009745586,0.007973343,0.005841329,0.0007151114,0.002340721,0.001418908,0.001579215,0.0003465533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003744141,"about_ca_system_score_gemma":0.01038886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138258,"about_ca_topic_score_gemma":0.01390065,"domain_scores_codex":[0.9934828,0.002602321,0.001999232,0.0003943851,0.001287304,0.0002339297],"domain_scores_gemma":[0.9784259,0.01573777,0.003851107,0.0002492167,0.001471359,0.0002646326],"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":[0.0003091043,0.0000430185,0.0002660959,0.9539059,0.004664613,0.00003899946,0.000182847,0.0000665531,0.00008769222,0.0001074134,0.0008978022,0.03943001],"study_design_scores_gemma":[0.0006427929,0.0004944756,0.002364803,0.9391073,0.04668929,0.0001413407,0.000255553,0.0001234838,0.0002220018,0.0001866163,0.009741869,0.00003054276],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001548703,0.9964083,0.0001679023,0.0002042513,0.0001347914,0.001036607,0.0002087236,0.00002205358,0.0002686904],"genre_scores_gemma":[0.02105252,0.9740222,0.001304079,0.0005895548,0.0001301906,0.002497043,0.0001872398,0.000008914611,0.000208374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008691814,"threshold_uncertainty_score":0.04413795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2220278442611484,"score_gpt":0.558112227464424,"score_spread":0.3360843832032756,"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."}}