{"id":"W4322754757","doi":"10.1016/j.cmi.2023.02.015","title":"Sensitivity and specificity of two investigational Point of care tests for Syphilis and HIV (PoSH Study) for the diagnosis and treatment of infectious syphilis in Canada: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Health Services; St. Michael's Hospital; University of Alberta","funders":"Indigenous Services Canada; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research; Alberta Health Services","keywords":"Medicine; Syphilis; Point-of-care testing; Rapid plasma reagin; Fingerstick; Internal medicine; Serology; Cross-sectional study; Human immunodeficiency virus (HIV); Immunology; Antibody; Treponema; Pathology; Diabetes mellitus","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":[0.0006110952,0.0001408044,0.0005470401,0.0001013306,0.0001075188,0.000006034361,0.00001295479,0.00009586549,0.000002828655],"category_scores_gemma":[0.0005756346,0.00009815316,0.00007106872,0.0001302094,0.0003997671,0.00003532221,0.00004023088,0.000074075,6.700245e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096007,"about_ca_system_score_gemma":0.0001581339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08393963,"about_ca_topic_score_gemma":0.5272722,"domain_scores_codex":[0.998735,0.000166119,0.0005943399,0.0003437542,0.00004080893,0.0001199667],"domain_scores_gemma":[0.9951485,0.00427522,0.000199091,0.0001182361,0.0002031312,0.000055763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003487976,0.001387955,0.9935448,0.0001003936,0.0003229682,0.000002360708,0.0006788951,0.00002355489,0.0004809484,0.00002941894,0.00002732755,0.00305258],"study_design_scores_gemma":[0.007316784,0.006690529,0.983884,0.00003930181,0.0002575956,0.00002997008,0.0006163722,0.0000725627,0.0008962093,0.00008200087,0.00004568096,0.00006900567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964623,0.000455656,0.000005058592,0.0001779837,0.0001514015,0.002357094,0.0003801048,0.000007999188,0.000002408287],"genre_scores_gemma":[0.9986607,0.0008145317,0.00001969305,0.00003076918,0.00006511819,0.0003272297,0.00007156595,0.000007631111,0.000002770181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4433325,"threshold_uncertainty_score":0.9221605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788239314496596,"score_gpt":0.3838359917037248,"score_spread":0.2959535985587588,"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."}}