{"id":"W4386439155","doi":"10.1007/s10461-023-04162-5","title":"Effectiveness of Linkage to Care and Prevention Interventions Following HIV Self-Testing: A Global Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Medicine; Psychological intervention; Meta-analysis; CINAHL; Cochrane Library; Systematic review; MEDLINE; Population; Family medicine; Internal medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404465,0.0003542944,0.005606565,0.0004353641,0.0001040193,0.00006165316,0.0001158054,0.0001477297,0.00003722515],"category_scores_gemma":[0.0006984713,0.0002410806,0.004138394,0.001506501,0.00003916728,0.00007911707,0.0002241204,0.0002099998,0.00001126405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008639936,"about_ca_system_score_gemma":0.00007835422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006796867,"about_ca_topic_score_gemma":0.00002977071,"domain_scores_codex":[0.9969597,0.0008705509,0.001113135,0.0005189835,0.0003073057,0.0002303142],"domain_scores_gemma":[0.9984304,0.0003226518,0.0003255394,0.0004209206,0.000230054,0.0002704588],"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":[0.000001597705,0.0001370353,0.0001826182,0.9332154,0.04663262,0.00003638813,0.0000270116,7.559665e-9,6.702401e-7,0.00002052599,0.00002566065,0.01972051],"study_design_scores_gemma":[0.0001572891,0.001347916,0.0002164297,0.2868025,0.7110283,0.0000550342,0.00005660049,8.033745e-7,3.122762e-7,0.000004637283,0.000193412,0.0001367225],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005945876,0.9922875,0.0002590235,0.000009941923,0.00001478806,0.006295676,0.0004394077,0.00005076756,0.00004826811],"genre_scores_gemma":[0.0008217269,0.9924036,0.001363238,0.000005542342,0.00001057716,0.003336005,0.0002903874,0.00003736021,0.001731544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6643957,"threshold_uncertainty_score":0.9830983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1625662661582852,"score_gpt":0.4760609199820404,"score_spread":0.3134946538237552,"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."}}