{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003547566,0.0001249461,0.0002596695,0.00005481256,0.00008158301,0.00001525529,0.00006473837,0.0000349864,0.00005069219],"category_scores_gemma":[0.0001989262,0.00008540322,0.00009341022,0.0001748163,0.0000639577,0.00003388282,0.000007659258,0.00004774555,8.13213e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299278,"about_ca_system_score_gemma":0.001212147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002237928,"about_ca_topic_score_gemma":0.0003340308,"domain_scores_codex":[0.9987926,0.000139393,0.000256651,0.0002344875,0.0003619461,0.000214945],"domain_scores_gemma":[0.9991345,0.0001817076,0.00007192622,0.0002304706,0.000315726,0.00006563318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005903833,0.0005979917,0.8004305,0.0003276595,0.0007420237,0.000001004588,0.0001213769,0.000007992454,0.0002154664,0.001294008,0.0005758684,0.1950957],"study_design_scores_gemma":[0.004484958,0.0006582566,0.9894057,0.0001392312,0.0008521213,0.000004394131,0.00005800425,0.000412022,0.0006841708,0.002660776,0.000566914,0.0000734546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828986,0.01150099,0.0001239299,0.003272549,0.0001062927,0.00173955,0.0002247456,0.00002730428,0.0001060252],"genre_scores_gemma":[0.9983,0.000418607,0.0000266475,0.0007790456,0.00003181167,0.0003073129,0.00004629244,0.00001141114,0.00007889995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1950223,"threshold_uncertainty_score":0.3482642,"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."}}