{"id":"W2110838884","doi":"10.1136/sextrans-2014-051647","title":"Modest rise in chlamydia and gonorrhoea testing did not increase case detection in a clinical HIV cohort in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ministry of Health and Long Term Care; St. Michael's Hospital; Toronto Public Health; University Health Network; University of Toronto; Public Health Ontario; Ontario HIV Treatment Network","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Medicine; Chlamydia; Men who have sex with men; Cohort; Specialty; Logistic regression; Demography; Cohort study; Public health; Internal medicine; Syphilis; Gynecology; Family medicine; Human immunodeficiency virus (HIV); Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009318854,0.0002940777,0.0003950969,0.0007615072,0.002084774,0.001274914,0.001372514,0.0004424462,0.001737222],"category_scores_gemma":[0.004187717,0.0004033671,0.0005815629,0.001830473,0.0008780173,0.0004390345,0.0006238519,0.0006276126,0.0001335584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02355767,"about_ca_system_score_gemma":0.02834188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915794,"about_ca_topic_score_gemma":0.994401,"domain_scores_codex":[0.9985569,0.0001100809,0.00008756589,0.0003059529,0.0004642969,0.0004751524],"domain_scores_gemma":[0.9961774,0.000265812,0.001056465,0.0001870693,0.001518177,0.0007951065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004574018,0.000006942966,0.998174,0.00001251709,0.00002942503,0.00005635413,0.0002551723,0.00006689283,0.0001091815,0.00002292677,0.0003357391,0.0008852185],"study_design_scores_gemma":[0.000005560759,0.00001350482,0.9991776,0.00001126325,0.00001828281,0.00004311374,0.0002802273,0.0001766691,0.00002282569,0.00001021977,0.0002367306,0.000003958466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945793,0.0008115433,0.0001386915,0.0005075486,0.00001555019,0.00004433046,0.002172547,0.00001407604,0.001716437],"genre_scores_gemma":[0.9988132,0.0001822581,0.00007783334,0.00008292541,0.00000490176,0.000006113688,0.0004890309,0.000002743553,0.0003410468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355767,"threshold_uncertainty_score":0.1709237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148295419255329,"score_gpt":0.2758697962386521,"score_spread":0.2543868420460988,"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."}}