{"id":"W4405125312","doi":"10.2196/64410","title":"Effectiveness of Mobile Health–Based Gamification Interventions for Improving Physical Activity in Individuals With Cardiovascular Diseases: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2024,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"China Scholarship Council","keywords":"Preprint; Meta-analysis; Randomized controlled trial; Psychological intervention; Physical activity; Medicine; Systematic review; Physical therapy; Alternative medicine; MEDLINE; Computer science; Internal medicine; World Wide Web; Nursing; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02545776,0.00405595,0.02507576,0.01011529,0.0007396477,0.003697602,0.003120886,0.00283709,0.003770031],"category_scores_gemma":[0.07356945,0.002008572,0.04215508,0.008374817,0.001088291,0.002617375,0.002145575,0.002485629,0.0003091039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438139,"about_ca_system_score_gemma":0.005898498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533735,"about_ca_topic_score_gemma":0.0097291,"domain_scores_codex":[0.9803782,0.01038475,0.005460775,0.001473638,0.001939109,0.0003634964],"domain_scores_gemma":[0.9629561,0.02834015,0.005409255,0.0008921601,0.002028193,0.0003741493],"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":[0.002425933,0.00004634617,0.001156703,0.6021,0.3748572,0.00006902674,0.00009535952,0.0005170439,0.0001238381,0.000161216,0.0005269597,0.0179204],"study_design_scores_gemma":[0.001299676,0.0003446658,0.001623479,0.07146716,0.9229099,0.00006779729,0.00005377768,0.0002638134,0.0001702117,0.0002581629,0.001511043,0.00003042713],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003691091,0.9929531,0.001024415,0.0002107841,0.0001967804,0.001175363,0.0004264037,0.00005131827,0.000270721],"genre_scores_gemma":[0.1204282,0.8659623,0.005702309,0.0008431553,0.0002551654,0.005695567,0.0007550381,0.00004981109,0.0003085068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02545776,"threshold_uncertainty_score":0.1346352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018848910621848,"score_gpt":0.5031997452606494,"score_spread":0.4013148541984646,"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."}}