{"id":"W4417112770","doi":"10.1186/s12879-025-12263-w","title":"Evaluating the MedMira Multiplo® Complete Syphilis (TP/nTP) antibody test in a sexually transmitted infection clinic in Ottawa, Canada: increased rapid diagnosis and improved antibiotic stewardship","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Canada Research Chairs; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Medical microbiology; Syphilis; Antibiotics; Antibiotic Stewardship; Antimicrobial stewardship; Parasitology; Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00158975,0.0004631619,0.0002997675,0.001002563,0.001403452,0.001177954,0.001175162,0.0004982504,0.002006495],"category_scores_gemma":[0.005423547,0.0002901907,0.0003550744,0.001248163,0.0007666898,0.0004809136,0.000742941,0.0006135862,0.0002625515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02521759,"about_ca_system_score_gemma":0.02309816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326026,"about_ca_topic_score_gemma":0.9732243,"domain_scores_codex":[0.9975661,0.0003913146,0.0001565248,0.0002641355,0.0009645104,0.0006574138],"domain_scores_gemma":[0.9929343,0.0008698681,0.001166393,0.00007834892,0.003400723,0.001550435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002458943,0.0001174637,0.9852518,0.0001354136,0.00005076436,0.0003569475,0.0005808476,0.0004929712,0.0007103814,0.00005977631,0.001374379,0.01062344],"study_design_scores_gemma":[0.00002289029,0.000369854,0.9944704,0.00005202773,0.00004973008,0.0002930667,0.001208196,0.00164547,0.0005339682,0.00002068417,0.001315897,0.00001790453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916987,0.001061813,0.0003991361,0.001045251,0.00002397072,0.0002318876,0.001574251,0.00003440445,0.003930403],"genre_scores_gemma":[0.9968911,0.0003088976,0.001349305,0.0003250206,0.00001556946,0.00002126848,0.000420504,0.000007534108,0.0006607568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06739736,"threshold_uncertainty_score":0.1829673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727442021536021,"score_gpt":0.3407350517495053,"score_spread":0.3034606315341451,"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."}}