{"id":"W4417464887","doi":"10.1097/olq.0000000000002281","title":"Evaluation of the Electronic Health Record as a Tool for Maternal and Congenital Syphilis Surveillance","year":2025,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Congenital syphilis; Syphilis; Public health; Pregnancy; Health records; Chart; Electronic health record; Public health surveillance","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":[0.03355267,0.0004447082,0.0004768424,0.008263759,0.0003796065,0.00249305,0.001233284,0.0005130268,0.001658322],"category_scores_gemma":[0.1190809,0.0002795481,0.0007365657,0.00752421,0.000235117,0.002409152,0.00141911,0.0006396701,0.0003727686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476801,"about_ca_system_score_gemma":0.003130215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009912687,"about_ca_topic_score_gemma":0.01347321,"domain_scores_codex":[0.9661921,0.01816006,0.00664564,0.00154923,0.00682485,0.0006282303],"domain_scores_gemma":[0.8273174,0.08029345,0.04787539,0.009496563,0.03188409,0.003133014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002076406,0.0001630068,0.9138395,0.0005671831,0.0002499855,0.00004735066,0.0003203239,0.0003452975,0.0001137971,0.0004039781,0.00573568,0.07800633],"study_design_scores_gemma":[0.00009904573,0.000546795,0.9723866,0.001351729,0.0004164902,0.0003411279,0.00101544,0.01064803,0.00096185,0.0003907974,0.01179723,0.00004481113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860682,0.006811379,0.01292556,0.009469884,0.0005790687,0.00224108,0.06195622,0.0009051927,0.01904337],"genre_scores_gemma":[0.9526442,0.001971073,0.02837,0.0008563129,0.0002618766,0.001067489,0.01398603,0.00004247481,0.000800525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355267,"threshold_uncertainty_score":0.1774455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169744327317181,"score_gpt":0.3165764902112929,"score_spread":0.2996020574795748,"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."}}