{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002028925,0.0002774794,0.0004863856,0.0007448236,0.0002589215,0.00003160145,0.0001119286,0.0003765798,0.0001510019],"category_scores_gemma":[0.001841133,0.000301443,0.00005164441,0.001023904,0.0002678027,0.0002698901,0.00004524423,0.002261276,0.00002776359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008142135,"about_ca_system_score_gemma":0.001080364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866683,"about_ca_topic_score_gemma":0.9992387,"domain_scores_codex":[0.9964542,0.001170464,0.0009219258,0.0007950446,0.00006536298,0.0005929592],"domain_scores_gemma":[0.9976085,0.001637771,0.0001035173,0.0004213648,0.0001434776,0.00008541437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001471333,0.0007525182,0.9748387,0.00002022971,0.00005860714,0.0001620343,0.0003060996,0.001128145,0.009099406,0.00003774773,0.00002801836,0.01342131],"study_design_scores_gemma":[0.002511022,0.0002968256,0.9913742,0.00004036314,0.00003124584,0.001668851,0.0001250758,0.001147914,0.0007066327,0.0000720633,0.001725358,0.0003004821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956676,0.00006304317,0.0005308423,0.0001120419,0.000450225,0.0008124921,0.0000215089,0.000071585,0.002270695],"genre_scores_gemma":[0.999231,0.00001694312,0.00006171117,0.00006657388,0.00003756709,0.0002517705,0.00003680887,0.00002934827,0.0002683036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653542,"threshold_uncertainty_score":0.9999438,"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."}}