{"id":"W2089355955","doi":"10.1097/olq.0b013e3181f07e91","title":"The Laboratory Impact of Changing Syphilis Screening From the Rapid-Plasma Reagin to a Treponemal Enzyme Immunoassay: A Case-study From the Greater Toronto Area","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Public Health Ontario; University of Guelph; Centre hospitalier universitaire de Québec; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Rapid plasma reagin; Syphilis; Medicine; Population; Serology; Asymptomatic; Latent Syphilis; Confidence interval; Immunoassay; Sexually transmitted disease; Immunology; Rate ratio; Treponematosis; Internal medicine; Antibody; Environmental health; Treponema","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":[0.0004722961,0.0006019951,0.0003044983,0.0008234191,0.001881108,0.001106766,0.0009031718,0.0008779997,0.001073424],"category_scores_gemma":[0.002977114,0.0005263321,0.000500422,0.001484774,0.001168159,0.0003883711,0.0008477495,0.0008799499,0.0001256966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009317641,"about_ca_system_score_gemma":0.003368928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6117723,"about_ca_topic_score_gemma":0.6195844,"domain_scores_codex":[0.999049,0.0001887777,0.00006904724,0.0001583574,0.0002582902,0.0002764024],"domain_scores_gemma":[0.9979727,0.0003172966,0.0007842882,0.0001491679,0.0003123523,0.0004642181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007586089,0.0001305347,0.9830341,0.00002647395,0.00004681675,0.01230166,0.002413212,0.00009664016,0.0004186167,0.00005391289,0.0002229671,0.001179161],"study_design_scores_gemma":[0.000009428759,0.000188767,0.9867212,0.00001894271,0.00004411845,0.009165528,0.003111332,0.0004178675,0.00008792363,0.00001559199,0.0002048224,0.00001453679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993305,0.0001243446,0.00002898089,0.00006056224,0.000002723119,0.00001423013,0.00006510609,0.000001752913,0.0003718089],"genre_scores_gemma":[0.9996728,0.0001195092,0.00002904348,0.00003562947,0.000006977331,0.000003515449,0.00005056132,0.00000116828,0.00008080647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882277,"threshold_uncertainty_score":0.7810281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194588499823517,"score_gpt":0.2851644778229163,"score_spread":0.2657056278405646,"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."}}