{"id":"W2886581204","doi":"10.4314/ahs.v18i3.8","title":"HIV Epidemiology in Uganda: survey based on age, gender, number of sexual partners and frequency of testing","year":2018,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Quarter (Canadian coin); Epidemiology; Human immunodeficiency virus (HIV); Population; Developing country; Sexual partner; Gerontology; Environmental health; Immunology; Gonorrhea; Internal medicine","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":[0.0008116249,0.0002554661,0.0002546529,0.001402983,0.0006354583,0.0003731896,0.0003407791,0.0003975442,0.001385328],"category_scores_gemma":[0.001752488,0.0005670051,0.0001975806,0.001311871,0.0002324427,0.0005117264,0.0007680518,0.0004338672,0.0003882317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479052,"about_ca_system_score_gemma":0.0005184514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005831985,"about_ca_topic_score_gemma":0.008752898,"domain_scores_codex":[0.9995298,0.0002042193,0.00007841254,0.00003323659,0.00007693904,0.00007733775],"domain_scores_gemma":[0.9992641,0.00007281311,0.000353495,0.00002213755,0.0001406672,0.0001467693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001879832,0.00004709771,0.9964049,0.00004376438,0.00001261323,0.00007744267,0.0003812333,0.00002179491,0.0001629765,0.00001103964,0.0004426208,0.002375682],"study_design_scores_gemma":[0.000007382046,0.0001821318,0.9970888,0.0000457512,0.00000820482,0.000472489,0.00106189,0.00006250026,0.00007390573,0.00001551214,0.0009766024,0.00000474955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951207,0.0004294728,0.00009801524,0.0001443865,0.000008631483,0.0001747146,0.002945873,0.000008457476,0.001069696],"genre_scores_gemma":[0.9944729,0.001090118,0.0009555842,0.0002171416,0.00001245158,0.0003695048,0.001935111,0.000003781559,0.0009432681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005831985,"threshold_uncertainty_score":0.01159608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5225380627609024,"score_gpt":0.5556782100389793,"score_spread":0.0331401472780769,"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."}}