{"id":"W2044225259","doi":"10.1136/sextrans-2011-050109.99","title":"O2-S6.03 Heterogeneity of HIV risk: female sex worker clients and their non-commercial sexual partners in south India","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Medicine; Demography; Casual; Logistic regression; Condom; Syphilis; Marital status; Population; Cross-sectional study; Female sex; Environmental health; Human immunodeficiency virus (HIV); Family 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":[0.0007031832,0.0002509911,0.0003687817,0.0002946109,0.0006073225,0.00003992405,0.0002136846,0.0003918906,0.0002083713],"category_scores_gemma":[0.00006500865,0.000221519,0.0000910629,0.000931054,0.0006163759,0.0002754706,0.00003412331,0.0005385745,0.00003584967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005027738,"about_ca_system_score_gemma":0.0001702239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549066,"about_ca_topic_score_gemma":0.004021619,"domain_scores_codex":[0.9979176,0.0004599999,0.0004577786,0.0004148341,0.0002257136,0.0005240827],"domain_scores_gemma":[0.9991413,0.0001643019,0.000163949,0.0002490414,0.00007882163,0.0002025319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003232083,0.0003993574,0.7404667,0.000009748441,0.0001127862,0.000002646734,0.2532045,0.0000270687,0.00006427349,0.00008878191,0.00005691898,0.005534898],"study_design_scores_gemma":[0.001688073,0.0003692885,0.8838813,0.00005948769,0.0001186941,0.000002829584,0.1074345,0.00009483341,0.0008825281,0.000420086,0.004513526,0.0005349542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807365,0.0001773036,0.0004726196,0.00005700451,0.0004089245,0.0004197115,0.00002958473,0.0001090498,0.01758933],"genre_scores_gemma":[0.9989402,0.0001715302,0.0001375962,0.00008514803,0.0001194919,0.00003355028,0.00001630949,0.00002717982,0.0004689395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14577,"threshold_uncertainty_score":0.9033283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834976166757478,"score_gpt":0.2949210637623257,"score_spread":0.2665713020947509,"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."}}