{"id":"W3013410694","doi":"10.2196/17776","title":"The Effectiveness of Self-Management of Hypertension in Adults Using Mobile Health: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang University","keywords":"mHealth; Checklist; Self-management; Medicine; Data extraction; Blood pressure; Meta-analysis; Randomized controlled trial; Systematic review; Guideline; MEDLINE; Physical therapy; Psychological intervention; Psychology; Internal medicine; Nursing; Computer science","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":[0.02175952,0.002912631,0.01983186,0.008901585,0.0007052449,0.003529105,0.002453911,0.002518127,0.003364577],"category_scores_gemma":[0.05681376,0.001653375,0.03894816,0.00809448,0.0009465304,0.002481507,0.001930177,0.001976999,0.0002597784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131688,"about_ca_system_score_gemma":0.005081309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00670493,"about_ca_topic_score_gemma":0.01395493,"domain_scores_codex":[0.9835631,0.008376397,0.004846304,0.001125133,0.0017477,0.0003413228],"domain_scores_gemma":[0.9663795,0.02570064,0.005003017,0.0007676961,0.001834178,0.0003150773],"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":[0.001469925,0.0000408911,0.001937847,0.5427073,0.4400602,0.0000814505,0.0001241627,0.0004123605,0.0001164118,0.0001017818,0.0003437485,0.01260395],"study_design_scores_gemma":[0.0007364682,0.0003051289,0.002491676,0.05266667,0.9419475,0.00008013904,0.00006648698,0.0002266419,0.000136062,0.0001330201,0.001182621,0.00002758926],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005675452,0.9918212,0.0006570906,0.0001863339,0.0001348122,0.0008123377,0.0004273096,0.00003102605,0.0002544751],"genre_scores_gemma":[0.1571369,0.8334447,0.003974401,0.0007210977,0.00022984,0.003550588,0.0006354683,0.00002699818,0.0002797814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02175952,"threshold_uncertainty_score":0.1150767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781372534051886,"score_gpt":0.4946653754186068,"score_spread":0.3165281220134182,"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."}}