{"id":"W2338180244","doi":"10.1089/aid.2014.5153.abstract","title":"Low Immune Activation in the Ectocervix of HIV-exposed Seronegative Commercial Sex Workers","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Immune system; Cohort; Demography; Immunology; Pathology; Sociology","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":[0.003158602,0.00008562062,0.0001821101,0.0002338589,0.0009228808,0.0001199644,0.0003740388,0.0001255839,0.0001380391],"category_scores_gemma":[0.0005295078,0.0000606719,0.00003676194,0.0006641087,0.00109254,0.000183596,0.00006529922,0.0004837087,0.00001464897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733153,"about_ca_system_score_gemma":0.00007507189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247519,"about_ca_topic_score_gemma":0.001285264,"domain_scores_codex":[0.9972548,0.001287785,0.0002094116,0.0001797078,0.0006601053,0.0004081231],"domain_scores_gemma":[0.9984639,0.001062813,0.00006564274,0.0001946671,0.000145416,0.0000675939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240536,0.0003982286,0.7186239,0.00005398996,0.00006889709,0.000002604208,0.2174081,0.000006536358,0.00447201,0.03748612,0.003169199,0.01806992],"study_design_scores_gemma":[0.001156455,0.001478144,0.8149065,0.0002565304,0.000009556806,2.008708e-7,0.1446705,0.000004144508,0.01150619,0.01656631,0.009228938,0.0002165111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779025,0.00009511947,0.00001276079,0.0006334551,0.00002836675,0.0003027034,9.116416e-7,0.00001760294,0.02100653],"genre_scores_gemma":[0.9984068,0.0001070073,0.00003171938,0.00005940102,0.000172717,0.0000163654,0.000006057324,0.000008728627,0.001191224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09628261,"threshold_uncertainty_score":0.9993633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704113052602815,"score_gpt":0.3870291524683586,"score_spread":0.3099880219423304,"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."}}