{"id":"W4396596796","doi":"10.1371/journal.pgph.0003159","title":"A multilevel analysis of the determinants of HIV testing among men in Sub-Saharan Africa: Evidence from Demographic and Health Surveys across 10 African countries","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Disadvantaged; Medicine; Demography; Developing country; Multilevel model; Health care; Gerontology; Environmental health; Political science; Economic growth; 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":[],"consensus_categories":[],"category_scores_codex":[0.003380538,0.0003901517,0.0005818845,0.001418774,0.000728705,0.0007946297,0.0007395011,0.0004439269,0.001594484],"category_scores_gemma":[0.008967642,0.0004548543,0.001897752,0.003068397,0.000398682,0.0007806694,0.001545118,0.0009613384,0.0001765991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000587711,"about_ca_system_score_gemma":0.001014105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06668405,"about_ca_topic_score_gemma":0.06748806,"domain_scores_codex":[0.9974753,0.001493859,0.0001817155,0.0002971502,0.0002465504,0.0003054437],"domain_scores_gemma":[0.9951381,0.001762161,0.001836776,0.0004769356,0.000469588,0.0003165517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003189789,0.00002166106,0.9964354,0.00005108958,0.0005774299,0.00003189445,0.0002806483,0.0001833613,0.00003821944,0.00009421454,0.0002733217,0.001980913],"study_design_scores_gemma":[0.000007980287,0.00005819949,0.9963453,0.00008548875,0.0002991983,0.00005004847,0.0009327935,0.001516914,0.00004607772,0.00009213385,0.0005583596,0.000007492669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945424,0.001198382,0.0006926869,0.0004896069,0.00001486622,0.00003338324,0.002615395,0.00001073221,0.0004025891],"genre_scores_gemma":[0.9979441,0.0004112153,0.0006106144,0.00005096376,0.000009231597,0.000039949,0.0008532627,0.000003203071,0.0000774069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06668405,"threshold_uncertainty_score":0.1325918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371195893038611,"score_gpt":0.399929511775226,"score_spread":0.2628099224713649,"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."}}