{"id":"W4407731849","doi":"10.1016/s1473-3099(25)00081-7","title":"Penicillin treatment failure probably explains repeat episode of neurosyphilis – Authors' reply","year":2025,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Neurosyphilis; Penicillin; Medicine; Syphilis; Pediatrics; Antibiotics; Virology; Microbiology","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":[0.002229018,0.0006779229,0.00171877,0.000999365,0.002132685,0.002385365,0.002127236,0.06353738,0.005476929],"category_scores_gemma":[0.02812532,0.0008786634,0.001259803,0.000666653,0.002614619,0.003730398,0.001321473,0.03754244,0.00487016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358386,"about_ca_system_score_gemma":0.001684643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659951,"about_ca_topic_score_gemma":0.004064816,"domain_scores_codex":[0.9978129,0.0006090685,0.0004186147,0.0004075759,0.0003583739,0.0003935189],"domain_scores_gemma":[0.9885445,0.006878099,0.001133174,0.0005367576,0.001802714,0.001104698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001753898,0.00004443569,0.003884856,0.0001231327,0.00008431166,0.02358476,0.0004305276,0.00007378718,0.0002418558,0.002341115,0.9632058,0.005810195],"study_design_scores_gemma":[0.0004832642,0.0002439109,0.0094028,0.00109807,0.0003018733,0.04475885,0.00206191,0.001306027,0.0008903301,0.01795392,0.9211376,0.000361508],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001291096,0.002044425,0.00007102352,0.9589581,0.03581911,0.000008934358,0.0001066501,0.00001872644,0.001681923],"genre_scores_gemma":[0.01544686,0.001233707,0.0001399326,0.8762242,0.1031926,0.00002526675,0.00006237916,0.00002482815,0.003650222],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06353738,"threshold_uncertainty_score":0.01832211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875756872056825,"score_gpt":0.2877595488932801,"score_spread":0.2590019801727119,"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."}}