{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004537534,0.0005061227,0.0006001591,0.00005902534,0.0006893134,0.0001675266,0.0004748047,0.0001113281,0.0006771469],"category_scores_gemma":[0.000278061,0.00022705,0.0004194597,0.0004035843,0.0002061165,0.0001608656,0.000073624,0.0003212565,0.000009977307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082947,"about_ca_system_score_gemma":0.0002810317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05196176,"about_ca_topic_score_gemma":0.01900063,"domain_scores_codex":[0.9971679,0.0003734878,0.0005944468,0.000623925,0.0006423202,0.0005979033],"domain_scores_gemma":[0.9949931,0.002566138,0.0001759636,0.001675409,0.0002346346,0.0003547533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002394419,0.002805823,0.8934234,0.00001496657,0.005520125,0.002236417,0.04252639,0.00003854519,0.008867924,0.00001710412,0.00261922,0.03953568],"study_design_scores_gemma":[0.004191453,0.001239739,0.947171,0.0001623272,0.002341029,0.00007538527,0.04271977,0.0002809885,0.0009586707,0.00001528391,0.0005213835,0.0003229477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872952,0.005190982,0.00004153826,0.002567161,0.0002340805,0.001958796,0.002546547,0.0001185003,0.00004716264],"genre_scores_gemma":[0.9977768,0.00007837712,0.00008961503,0.0007680776,0.0005167428,0.0004869062,0.0001826102,0.00007445089,0.00002639214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05374763,"threshold_uncertainty_score":0.9989001,"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."}}