{"id":"W2975811141","doi":"10.2196/14343","title":"Effects of Mobile Health App Interventions on Sedentary Time, Physical Activity, and Fitness in Older Adults: Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Medical Research Council; National Institute for Health and Care Research","keywords":"mHealth; Psychological intervention; Medicine; Gerontology; Meta-analysis; Physical therapy; Randomized controlled trial; Behavior change methods; Sedentary lifestyle; Physical activity; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007363769,0.0003390799,0.01356263,0.001126613,0.00002722613,0.00002680978,0.0004609631,0.0002693711,0.0002623717],"category_scores_gemma":[0.001593717,0.0001893204,0.002718785,0.001004435,0.0002606732,0.00009111681,0.0003549812,0.003455297,0.0000239993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938555,"about_ca_system_score_gemma":0.0007052832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002976737,"about_ca_topic_score_gemma":0.00003393612,"domain_scores_codex":[0.9912349,0.003639159,0.001651842,0.0004190013,0.002654109,0.0004009665],"domain_scores_gemma":[0.9924667,0.004897112,0.001277787,0.0003858476,0.00026781,0.0007046795],"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":[0.00005734296,0.003879879,7.891813e-7,0.9385208,0.02748319,0.0001060836,0.0001489924,6.815915e-8,1.68969e-7,0.00002131255,0.000774958,0.02900637],"study_design_scores_gemma":[0.0009054987,0.004565849,0.00003048103,0.7709296,0.2221373,0.0002198263,0.00003433769,0.0001548119,0.000003359469,0.00001414616,0.0008642389,0.0001405529],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002484096,0.9913803,0.00002151631,0.001519463,0.00002902018,0.004519616,0.00002439473,0.000004170034,0.00001737706],"genre_scores_gemma":[0.008141015,0.9907019,0.00000786195,0.0001972117,0.0000957064,0.0003011691,0.00001103662,0.00002748012,0.0005166485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1946542,"threshold_uncertainty_score":0.9988438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976564110446691,"score_gpt":0.5473787026831058,"score_spread":0.3497222916384367,"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."}}