{"id":"W2464126755","doi":"10.1080/09540121.2016.1200715","title":"Prior history of testing for syphilis, hepatitis B and hepatitis C among a population-based cohort of HIV-positive individuals and their HIV-negative controls","year":2016,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Research Manitoba; Nine Circles Community Health Centre; University of Manitoba; Winnipeg Regional Health Authority","funders":"Gilead Foundation; University of Manitoba; Gilead Sciences","keywords":"Medicine; Serology; Syphilis; Odds ratio; Population; Logistic regression; Internal medicine; Cohort; Retrospective cohort study; Hepatitis C; Immunology; Demography; Human immunodeficiency virus (HIV); Environmental health; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070228,0.000135014,0.0004431108,0.0001854772,0.00005613947,0.000006705664,0.00005419681,0.0000722254,0.00006984507],"category_scores_gemma":[0.002250199,0.00009480002,0.0001155049,0.00009021229,0.0002918694,0.0001324448,0.00003350204,0.00007250306,7.670895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230917,"about_ca_system_score_gemma":0.0001727591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268794,"about_ca_topic_score_gemma":0.0005242962,"domain_scores_codex":[0.9989303,0.00009899202,0.0003567206,0.000231806,0.0001946784,0.0001875509],"domain_scores_gemma":[0.9975348,0.001285216,0.0002000321,0.0001662046,0.0006827398,0.0001309755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006284109,0.00003992462,0.9620944,0.0003058321,0.0001579158,0.000001976023,0.001246074,2.062373e-7,0.003386734,0.0001106036,0.001124845,0.0314687],"study_design_scores_gemma":[0.00275853,0.003509063,0.9856786,0.001957334,0.0001372371,0.000003028213,0.0004089513,0.0004114169,0.004749975,0.0001348463,0.0001420079,0.000108998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912872,0.001376979,0.002148773,0.0001645127,0.0000212375,0.001296131,0.002791614,0.000018253,0.000895262],"genre_scores_gemma":[0.9954739,0.00004559442,0.002742579,0.00003638233,0.00003403032,0.0001693526,0.0001909217,0.00001942331,0.001287804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0313597,"threshold_uncertainty_score":0.4063379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413507485606757,"score_gpt":0.2684587022936194,"score_spread":0.2543236274375518,"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."}}