{"id":"W2115769001","doi":"10.1017/s0021932010000647","title":"RISKY BEHAVIOUR AND HIV PREVALENCE AMONG ZAMBIAN MEN","year":2011,"lang":"en","type":"article","venue":"Journal of Biosocial Science","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Serostatus; Demography; Condom; Medicine; Socioeconomic status; Population; Odds ratio; Cross-sectional study; Logistic regression; Sexual intercourse; Confidence interval; Environmental health; Gerontology; Human immunodeficiency virus (HIV); Immunology; Viral load; Internal medicine","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":[0.002841542,0.00008859624,0.0001966077,0.0001260056,0.00123314,0.000009936658,0.0003370208,0.00008651081,0.0001568784],"category_scores_gemma":[0.0003323943,0.00006200003,0.00003645494,0.0003566612,0.0009427282,0.0005000532,0.0001376643,0.0005738473,0.00002363137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414117,"about_ca_system_score_gemma":0.0006684781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472341,"about_ca_topic_score_gemma":0.00002271183,"domain_scores_codex":[0.9981645,0.0002111495,0.0004791821,0.0002241714,0.0004914341,0.0004295565],"domain_scores_gemma":[0.9983771,0.00004128974,0.0006916834,0.0001280292,0.0004184283,0.0003433962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000393363,0.0001020609,0.9818662,0.00005816129,0.000003178398,0.000008122221,0.01444769,3.529696e-8,0.001182811,0.0003645332,0.0009740056,0.0009539051],"study_design_scores_gemma":[0.000261084,0.000150774,0.9921571,0.0001467894,0.00001573832,0.000008870937,0.00610932,0.000003879317,0.0002897675,0.0005803519,0.0001980288,0.00007831801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900291,0.0001408512,0.00007307661,0.0008028634,0.0008995513,0.0002401219,0.000004291313,0.00001234528,0.007797803],"genre_scores_gemma":[0.9967757,0.000178418,0.000524885,0.0001669219,0.0006261024,0.000001759961,7.2268e-8,0.00000612961,0.001719953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029092,"threshold_uncertainty_score":0.9484443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179777572717,"score_gpt":0.42885867868184,"score_spread":0.31088092141014,"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."}}