{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004926174,0.0001958487,0.0001799437,0.001149325,0.0006492151,0.0006454877,0.0001569785,0.0002793017,0.001332566],"category_scores_gemma":[0.001463455,0.0003636714,0.0002347456,0.0009158537,0.0003314868,0.0003380946,0.0004228929,0.0003428718,0.000104606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291175,"about_ca_system_score_gemma":0.0003219616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142088,"about_ca_topic_score_gemma":0.05572261,"domain_scores_codex":[0.9997669,0.00007427099,0.00002050755,0.00002253094,0.00004116372,0.00007469313],"domain_scores_gemma":[0.9997161,0.00004251269,0.0001684716,0.00001549997,0.00002084442,0.00003647539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003289709,0.00001735475,0.9964928,0.00002288453,0.00001800213,0.00006183376,0.0009414061,0.00002840605,0.0002419902,0.00006255845,0.00005663064,0.002023087],"study_design_scores_gemma":[0.000002343937,0.00003765867,0.9988521,0.00002941549,0.0000117145,0.0001292744,0.0006104145,0.0000630111,0.00003552974,0.00001790044,0.0002081421,0.000002617205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988495,0.0007627539,0.00002096997,0.0000411134,0.000001483009,0.000005941599,0.0000827446,0.000001059285,0.0002344297],"genre_scores_gemma":[0.9993937,0.0004013128,0.00004483233,0.00001083324,0.000001870882,0.000006114517,0.00005314648,3.201118e-7,0.00008789556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142088,"threshold_uncertainty_score":0.08235955,"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."}}