{"id":"W4317776585","doi":"10.2196/42799","title":"Effectiveness of mHealth on Adherence to Antiretroviral Therapy in Patients Living With HIV: Meta-analysis of Randomized Controlled Trials","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Henan University","keywords":"mHealth; Antiretroviral therapy; Randomized controlled trial; Medication adherence; Meta-analysis; Human immunodeficiency virus (HIV); Medicine; Viral load; Family medicine; Psychological intervention; Psychiatry; Internal medicine","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":[0.02317715,0.003961297,0.02670632,0.007170219,0.0007086837,0.004571991,0.002744744,0.003215306,0.003385229],"category_scores_gemma":[0.05081968,0.001767336,0.05930832,0.006671547,0.0009780732,0.002732547,0.001710713,0.003196809,0.0002491686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392679,"about_ca_system_score_gemma":0.003255023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006630667,"about_ca_topic_score_gemma":0.007970976,"domain_scores_codex":[0.9815534,0.01067739,0.004256894,0.001439691,0.001605209,0.0004673012],"domain_scores_gemma":[0.972091,0.02174064,0.003994486,0.0007084833,0.001155822,0.0003095533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005542051,0.00004723748,0.001798655,0.1526814,0.8310101,0.00006604672,0.00004262377,0.0008547672,0.000100405,0.0001055572,0.0003346097,0.007416553],"study_design_scores_gemma":[0.001698092,0.0002903726,0.001564364,0.01032017,0.9849797,0.00003669608,0.00001935648,0.0003072484,0.00008826293,0.0001721482,0.000506697,0.00001683541],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008794328,0.9880751,0.0009218187,0.0002834709,0.0002693474,0.000735802,0.0005230197,0.00005394505,0.0003431068],"genre_scores_gemma":[0.2638597,0.7224898,0.005570814,0.001365148,0.000516488,0.004303776,0.001262378,0.00006115116,0.0005708775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02670632,"threshold_uncertainty_score":0.1225739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2302698058456136,"score_gpt":0.5122303982905932,"score_spread":0.2819605924449796,"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."}}