{"id":"W4410498476","doi":"10.1128/spectrum.00132-25","title":"Performance of the bioLytical Multiplex HIV 1/2 and Syphilis rapid test on serum in a laboratory evaluation for syphilis","year":2025,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Alberta Health Services; University of Calgary; St. Michael's Hospital; University of Alberta","funders":"","keywords":"Syphilis; Rapid plasma reagin; Medicine; Congenital syphilis; Titer; Serology; Multiplex; Immunology; Outbreak; Syphilis Serodiagnosis; Obstetrics; Internal medicine; Human immunodeficiency virus (HIV); Treponema; Virology; Biology; Antibody; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005482958,0.00109733,0.0008563167,0.001370579,0.000389148,0.0009975524,0.0006079571,0.0007159263,0.0005123704],"category_scores_gemma":[0.007193801,0.0005402016,0.0005283978,0.000843426,0.0004408245,0.0004111849,0.0004953161,0.000598383,0.0003912068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005570071,"about_ca_system_score_gemma":0.0004737658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393581,"about_ca_topic_score_gemma":0.00256563,"domain_scores_codex":[0.9938198,0.00240434,0.0003844222,0.0009566922,0.00207152,0.000363299],"domain_scores_gemma":[0.9969063,0.001548974,0.0004300911,0.0002087403,0.0006339378,0.0002720177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009222011,0.001860204,0.3326259,0.0004611203,0.0004488426,0.002113196,0.001037437,0.006043577,0.587111,0.0003247903,0.001513495,0.05723844],"study_design_scores_gemma":[0.0002489347,0.01586661,0.2894246,0.000216179,0.000617932,0.007951038,0.0003112275,0.07250778,0.6071864,0.0003012872,0.005204048,0.0001640418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808178,0.001738707,0.01346372,0.0001630219,0.000109488,0.0002422598,0.0004892193,0.0003319633,0.002643823],"genre_scores_gemma":[0.9827325,0.0003498594,0.01589821,0.0001635742,0.00002859254,0.00005950009,0.000387993,0.00002562963,0.0003540957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005482958,"threshold_uncertainty_score":0.028997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368019196244963,"score_gpt":0.2728009782500774,"score_spread":0.2591207862876277,"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."}}