{"id":"W4414391317","doi":"10.1002/ijgo.70511","title":"Syphilis in pregnancy: A practical guide for prenatal care providers","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of British Columbia; Université de Montréal","funders":"","keywords":"Syphilis; Congenital syphilis; Pregnancy; Prenatal care; Transmission (telecommunications); Psychological intervention; Public health; Reproductive health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001734038,0.0001279013,0.0003516139,0.0007937102,0.00002774898,0.00003013645,0.0001964822,0.0001509492,0.00004543438],"category_scores_gemma":[0.01541289,0.0001055607,0.0002182969,0.0002583478,0.00005779271,0.0001737204,0.0000608446,0.0002515422,0.000003674339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102391,"about_ca_system_score_gemma":0.0009564441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001327947,"about_ca_topic_score_gemma":0.00006396938,"domain_scores_codex":[0.9985538,0.00004335249,0.0006852739,0.0001838801,0.0003426993,0.0001909765],"domain_scores_gemma":[0.9942635,0.003902313,0.0003064357,0.0001273181,0.001322763,0.00007768919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021829,0.00351064,0.7378349,0.0003128869,0.002313446,0.005289658,0.00157446,0.0001602677,0.000121022,0.008038,0.02055077,0.2192721],"study_design_scores_gemma":[0.04678927,0.005482296,0.5397137,0.004513935,0.001548841,0.00174901,0.00487353,0.0005331901,0.007419051,0.004262398,0.3826096,0.0005051866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868066,0.0347271,0.002322334,0.06513188,0.01529226,0.00290897,0.0001125445,0.00004767056,0.01139126],"genre_scores_gemma":[0.9919103,0.0006943329,0.005731415,0.000973023,0.0001256576,0.00007770166,0.00002456673,0.00001267604,0.0004503191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620588,"threshold_uncertainty_score":0.9928807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358143455968091,"score_gpt":0.3636701811843852,"score_spread":0.3400887466247043,"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."}}