{"id":"W4385407095","doi":"10.1007/s10461-023-04121-0","title":"Systematic Review and Meta-analysis of Linkage to HIV Care Interventions in the United States, Canada, and Ukraine (2010–2021)","year":2023,"lang":"en","type":"review","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Harvard University Center for AIDS Research","keywords":"Medicine; Psychological intervention; CINAHL; Linkage (software); Meta-analysis; Cochrane Library; Incidence (geometry); Cumulative incidence; Family medicine; Confidence interval; Demography; Internal medicine; Nursing; Genetics; Biology; Cohort","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":[0.01756596,0.002758239,0.01792497,0.01057275,0.00105796,0.003895097,0.002087472,0.001993281,0.003064398],"category_scores_gemma":[0.04833962,0.001575853,0.02076124,0.01155908,0.0007950061,0.001797817,0.001949703,0.001713215,0.0002565494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002385,"about_ca_system_score_gemma":0.01843881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04749544,"about_ca_topic_score_gemma":0.1099159,"domain_scores_codex":[0.9876645,0.006260447,0.003107148,0.0007583146,0.00172632,0.0004833716],"domain_scores_gemma":[0.9833551,0.01081018,0.002707848,0.0004229367,0.002427951,0.0002759313],"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":[0.001059811,0.00002492267,0.001389624,0.7553306,0.2212456,0.000141453,0.000143484,0.0004134528,0.0001454155,0.0001881701,0.001020118,0.01889725],"study_design_scores_gemma":[0.0008655303,0.0002577333,0.00338541,0.1605006,0.8298185,0.0001353938,0.0001093698,0.000184214,0.0001862459,0.0002131773,0.004313237,0.00003061448],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002271747,0.9960146,0.0002397006,0.0001656971,0.0001210917,0.0005632206,0.0003723369,0.00001799603,0.0002336204],"genre_scores_gemma":[0.05471802,0.9397525,0.001997899,0.0005864662,0.0001170471,0.002027216,0.0005223692,0.00001601975,0.0002623769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9525046,"threshold_uncertainty_score":0.09443796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458626011565839,"score_gpt":0.4287431487997791,"score_spread":0.2828805476431953,"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."}}