{"id":"W1968048007","doi":"10.1097/01.qai.0000162420.93243.ff","title":"Is Sexual Contact With Sex Workers Important in Driving the HIV Epidemic Among Men in Rural Zimbabwe?","year":2005,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Sex work and related issues","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Wellcome Trust","keywords":"Human immunodeficiency virus (HIV); Sex workers; Demography; Sex work; Medicine; Sexual behavior; Environmental health; Sexual contact; Virology; Population; Research methodology; Sociology; Clinical psychology","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":[0.005133363,0.0002758247,0.0006912903,0.0005797498,0.0004282483,0.0001532947,0.0009039943,0.0002238754,0.000152768],"category_scores_gemma":[0.0004320155,0.0001716974,0.0001694165,0.001757725,0.0005480085,0.0008637076,0.00007069402,0.0004840556,0.00003060741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731201,"about_ca_system_score_gemma":0.0003562385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379715,"about_ca_topic_score_gemma":0.0005239344,"domain_scores_codex":[0.9960114,0.0005489846,0.001446643,0.0002469867,0.0008920787,0.0008539556],"domain_scores_gemma":[0.997953,0.0006298048,0.0008667077,0.0002947094,0.000116808,0.0001389977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006850415,0.0001266134,0.9158023,0.000006341837,0.00007868327,0.0001758378,0.07863763,0.0006791371,0.0003901456,0.00006466126,0.0006576786,0.003312458],"study_design_scores_gemma":[0.001447411,0.0003278962,0.7527622,0.0006817968,0.00006097043,0.0001895302,0.2420122,0.0006459177,0.0001202401,0.0001825989,0.001219556,0.0003496534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857228,0.007468447,0.00001477388,0.004033688,0.0002691279,0.0002791259,9.104565e-7,0.00003696271,0.002174133],"genre_scores_gemma":[0.9958825,0.001300678,0.0001870293,0.0000624104,0.0001188761,0.000006796406,0.000001302159,0.00003181545,0.00240866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633746,"threshold_uncertainty_score":0.7001618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245327971175295,"score_gpt":0.2771728785550979,"score_spread":0.2647195988433449,"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."}}