{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001806441,0.0006218768,0.002054749,0.0009854243,0.0001429763,0.00006621247,0.00111667,0.000536484,0.00005985955],"category_scores_gemma":[0.002562343,0.0004588332,0.0003627509,0.002087743,0.0003029053,0.0003828098,0.000203156,0.0006646618,0.00001436711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774025,"about_ca_system_score_gemma":0.001247759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120828,"about_ca_topic_score_gemma":0.0001757245,"domain_scores_codex":[0.9940308,0.001458473,0.001978489,0.0006890888,0.001178809,0.0006643453],"domain_scores_gemma":[0.9924427,0.002206429,0.002207598,0.001701156,0.001310739,0.0001313773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001358049,0.002394883,0.8761097,0.0007291075,0.0009882363,0.01556827,0.0006058752,0.00002166614,0.0001832142,0.000009838999,0.1015836,0.0004475374],"study_design_scores_gemma":[0.01119366,0.00221458,0.9623045,0.005794241,0.0007609672,0.0001931561,0.002906001,0.00009634451,0.0004740795,0.0000112788,0.01341385,0.0006373467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653623,0.01170248,0.000005993946,0.01737358,0.0007286937,0.0009837176,0.003773787,0.00002836878,0.00004109713],"genre_scores_gemma":[0.9906511,0.003638159,0.0002740647,0.003812886,0.00008759322,0.0000120469,0.001385184,0.00009421969,0.0000447079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08816978,"threshold_uncertainty_score":0.9997863,"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."}}