{"id":"W4312189233","doi":"10.2196/40150","title":"Web-Based Service Provision of HIV, Viral Hepatitis, and Sexually Transmitted Infection Prevention, Testing, Linkage, and Treatment for Key Populations: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University; World Health Organization; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Medicine; Psychological intervention; CINAHL; PsycINFO; Men who have sex with men; Randomized controlled trial; Outreach; Observational study; Systematic review; Reproductive health; Family medicine; MEDLINE; Population; Environmental health; Nursing; Human immunodeficiency virus (HIV); Internal medicine; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02556652,0.003346933,0.02650438,0.01348597,0.0009851941,0.00487126,0.003167496,0.002681767,0.00650113],"category_scores_gemma":[0.06967973,0.001922309,0.03692516,0.01454394,0.00107838,0.003573402,0.002373642,0.002361853,0.0004675751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006388705,"about_ca_system_score_gemma":0.01032543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187803,"about_ca_topic_score_gemma":0.02399234,"domain_scores_codex":[0.9821286,0.008679681,0.005209873,0.001168263,0.00233219,0.0004812847],"domain_scores_gemma":[0.9536753,0.03504254,0.006748135,0.0009408836,0.00304856,0.0005447032],"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":[0.001019718,0.00005069714,0.001005302,0.7184584,0.2646143,0.00006511536,0.0001050117,0.0002932899,0.00006411525,0.0001199039,0.000534838,0.01366933],"study_design_scores_gemma":[0.0008245389,0.0003216595,0.001972266,0.1236372,0.8705356,0.00009547449,0.00009983708,0.0002212118,0.0001207818,0.0001964605,0.001942718,0.0000323717],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002654711,0.9944432,0.0005689441,0.0001813579,0.0001363178,0.001194283,0.0005005388,0.00003938569,0.0002812859],"genre_scores_gemma":[0.06630209,0.9247571,0.003188255,0.0006418125,0.000162131,0.004029907,0.0005915809,0.00003133899,0.0002957893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02650438,"threshold_uncertainty_score":0.1352103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717981323837433,"score_gpt":0.504053431483029,"score_spread":0.2322552990992856,"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."}}