{"id":"W2063049626","doi":"10.1097/00126334-200312010-00014","title":"The Recent Increase of Syphilis Cases in Lyon University Hospitals Is Mainly Observed in HIV-Infected Patients: Descriptive Data From a Laboratory-Based Surveillance System","year":2003,"lang":"en","type":"letter","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Syphilis; Medicine; Human immunodeficiency virus (HIV); Sexually transmitted disease; Hiv test; Family medicine; Transmission (telecommunications); Incidence (geometry); Congenital syphilis; Treponema; Pediatrics; Population; Environmental health; Health facility; Health services","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":[0.001025071,0.000266623,0.0004159675,0.003487182,0.0002559123,0.0009498603,0.0005532636,0.0005840649,0.002477957],"category_scores_gemma":[0.003580623,0.0002205855,0.0003634225,0.00282245,0.0001972971,0.0006018509,0.000423151,0.0003571066,0.0004392032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005527223,"about_ca_system_score_gemma":0.0003838574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006004353,"about_ca_topic_score_gemma":0.005031879,"domain_scores_codex":[0.9989274,0.000326603,0.0002195253,0.0001908572,0.0001945426,0.0001410637],"domain_scores_gemma":[0.9921244,0.002083441,0.003851867,0.0003030779,0.0009259881,0.0007113233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009216903,0.00002031022,0.9954822,0.00004358725,0.00004651021,0.0002071777,0.0001008274,0.00003122569,0.0001095593,0.000008276113,0.001358497,0.002499537],"study_design_scores_gemma":[0.000009393657,0.00006443301,0.9975681,0.00002265462,0.00002556184,0.0009636862,0.0001908022,0.0001554665,0.00006273075,0.000006280368,0.0009229823,0.000008058655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909733,0.001875901,0.0001573787,0.0005050144,0.00003738929,0.00002553782,0.005510226,0.00004871741,0.0008665433],"genre_scores_gemma":[0.9936838,0.0007689921,0.0002484035,0.00028164,0.0002396104,0.00002414066,0.004540595,0.000008710394,0.0002040538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006004353,"threshold_uncertainty_score":0.01193881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467779739755034,"score_gpt":0.2442076210063338,"score_spread":0.2095298236087835,"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."}}