{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004667275,0.0007880797,0.005347928,0.0007851808,0.0009640841,0.00002159087,0.0003525212,0.0005944902,0.00003010271],"category_scores_gemma":[0.0003095497,0.0006551883,0.0004464836,0.0008314216,0.0001325773,0.0001740779,0.0002566255,0.002087566,0.00004057344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370691,"about_ca_system_score_gemma":0.002918879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413386,"about_ca_topic_score_gemma":0.001723199,"domain_scores_codex":[0.9907684,0.001938427,0.003708328,0.00134174,0.0003533336,0.001889737],"domain_scores_gemma":[0.9935532,0.001603173,0.002535221,0.0009410243,0.0001455688,0.001221824],"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":[0.00002438418,0.0004612222,0.00006765805,0.8662097,0.00001332603,0.000001878506,0.0004773163,5.454885e-9,2.727877e-8,0.0002994343,0.0006517697,0.1317932],"study_design_scores_gemma":[0.001582476,0.0005837173,0.001158658,0.9505623,0.002339115,0.00001367775,0.0006279069,0.00003283846,2.327518e-8,0.00009511856,0.04244673,0.0005574133],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002411579,0.9341245,0.00003078436,0.0006998418,0.0003676535,0.06133251,0.0008526853,0.00008125045,0.00009922174],"genre_scores_gemma":[0.0008776811,0.8671284,0.0000898591,0.001790689,0.0003266552,0.1290621,0.0004362858,0.0001051083,0.0001832545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1312358,"threshold_uncertainty_score":0.9995899,"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."}}