{"id":"W4416138467","doi":"10.3390/pathogens14111148","title":"Resurgent Syphilis Across the Globe: A Public Health Perspective on Bridging Surveillance and Strategy","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Syphilis; Congenital syphilis; Casual; Reproductive health; Latin Americans; Health care; Perspective (graphical); Partner notification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006722842,0.0001568652,0.0002906413,0.00005482863,0.0003156697,0.00007199369,0.00006435363,0.00004285842,0.00002190627],"category_scores_gemma":[0.0002750088,0.0001008363,0.00009000541,0.0003041303,0.00009172753,0.00002668308,0.00005538161,0.000136937,0.000009545253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983916,"about_ca_system_score_gemma":0.0002359895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005073329,"about_ca_topic_score_gemma":0.0005089663,"domain_scores_codex":[0.9986809,0.0001332478,0.0002012836,0.0003853773,0.0002008677,0.0003983202],"domain_scores_gemma":[0.9990572,0.0002047321,0.00006750049,0.0003894362,0.0001282558,0.0001528358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957313,0.00146954,0.7386687,0.0001484372,0.0006936839,0.0002112803,0.007118946,0.00002522014,0.0002667956,0.0478703,0.01175561,0.1915757],"study_design_scores_gemma":[0.001100676,0.0003232359,0.9840266,0.0001115394,0.00002134569,0.00003760693,0.00357163,0.0001114692,0.0001109796,0.0002686461,0.0102179,0.00009841808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956872,0.008673974,0.00004249929,0.08824625,0.0001709065,0.0006892625,0.0001875957,0.00006991062,0.006232424],"genre_scores_gemma":[0.995146,0.001227878,0.00002030525,0.003161443,0.000115264,0.00007008509,0.00001907255,0.00001199195,0.0002279422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453578,"threshold_uncertainty_score":0.4111985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791500385322668,"score_gpt":0.3609418435370113,"score_spread":0.3130268396837846,"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."}}