{"id":"W2154450548","doi":"10.1136/sextrans-2013-051310","title":"High HIV risk in a cohort of male sex workers from Nairobi, Kenya","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"Canadian Institutes of Health Research; U.S. Public Health Service; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Sex workers; Cohort; Sex work; Human immunodeficiency virus (HIV); Cohort study; Environmental health; Family medicine; Demography; Population; Internal medicine; Research methodology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000223828,0.00019133,0.0004162523,0.0004779739,0.000110882,0.00002805765,0.0001237978,0.0001632786,0.01022888],"category_scores_gemma":[0.0001727441,0.0001764134,0.0002224146,0.0007984763,0.0001821393,0.0002209723,0.0000212727,0.0006497669,0.0005344643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009198873,"about_ca_system_score_gemma":0.0001587768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02657425,"about_ca_topic_score_gemma":0.002536356,"domain_scores_codex":[0.9981905,0.0001803985,0.000574763,0.000340413,0.0003087424,0.0004052205],"domain_scores_gemma":[0.9988391,0.0002086666,0.0000866468,0.0004259307,0.000190227,0.0002494635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000048695,0.001260129,0.9565965,0.00005839581,0.000445555,0.00001286767,0.0005835227,0.00009005976,0.005661032,0.00008703968,0.0259099,0.00924631],"study_design_scores_gemma":[0.002951046,0.001622275,0.9862061,0.0002975021,0.0001820365,0.00002549069,0.0008089413,0.001415498,0.00129743,0.0006088695,0.004367408,0.0002174737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696103,0.0001187379,0.008349139,0.0007121529,0.00008591163,0.0009945972,0.0002176531,0.0001055103,0.01980596],"genre_scores_gemma":[0.9701597,0.000142687,0.001166009,0.00006205333,0.0000863781,0.0002805474,0.0002476836,0.00003355631,0.02782136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960953,"threshold_uncertainty_score":0.9906759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009286465073153432,"score_gpt":0.2672480738275309,"score_spread":0.2579616087543775,"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."}}