{"id":"W4392633851","doi":"10.1038/s41598-024-56574-5","title":"Consistent condom utilization among sexually active HIV positive individuals in Sub-Saharan Africa: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Condom; Meta-analysis; Human immunodeficiency virus (HIV); Sexually active; Medicine; Demography; Environmental health; Virology; Internal medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02078688,0.00288659,0.01762397,0.01098812,0.0006272497,0.003894438,0.002046489,0.002018762,0.002810508],"category_scores_gemma":[0.04449961,0.001707977,0.03981049,0.009434952,0.0006560191,0.002111771,0.001554882,0.001632419,0.0001963719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497661,"about_ca_system_score_gemma":0.004480144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005310445,"about_ca_topic_score_gemma":0.01166617,"domain_scores_codex":[0.9875811,0.006173577,0.003750902,0.0009951957,0.001165577,0.0003335076],"domain_scores_gemma":[0.9752401,0.01848909,0.003788872,0.0007116938,0.001550423,0.0002198477],"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":[0.000877761,0.00002843487,0.004162163,0.3516837,0.6308349,0.0001107552,0.00008131038,0.0004616961,0.0001480551,0.0001075137,0.0003331078,0.01117054],"study_design_scores_gemma":[0.0002437999,0.000177912,0.003330434,0.03206554,0.962426,0.00009967812,0.00005501919,0.0001565582,0.0001209353,0.0001449686,0.001160954,0.0000181928],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004086912,0.994172,0.0006249791,0.0001459346,0.0001284934,0.0003078792,0.0003466531,0.00001885505,0.0001683118],"genre_scores_gemma":[0.165001,0.827781,0.003658802,0.0006660162,0.0002620598,0.001670354,0.0006756859,0.00002676005,0.0002583143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.982376,"threshold_uncertainty_score":0.1099328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840797539175521,"score_gpt":0.4232849717376883,"score_spread":0.2392052178201362,"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."}}