{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02461731,0.001086988,0.001203493,0.004852192,0.00543199,0.01631443,0.003168453,0.01404071,0.01120783],"category_scores_gemma":[0.02855566,0.0006057367,0.001250683,0.002329566,0.01280861,0.01698353,0.01840398,0.01963751,0.001134402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009161508,"about_ca_system_score_gemma":0.04572539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405986,"about_ca_topic_score_gemma":0.01508409,"domain_scores_codex":[0.986459,0.007590359,0.0005600306,0.000738473,0.001428459,0.003223725],"domain_scores_gemma":[0.9700531,0.01305854,0.001714837,0.000921538,0.003586291,0.01066567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001289562,0.00054428,0.01232494,0.003315531,0.0003102001,0.002206218,0.03087891,0.000966352,0.0008524376,0.2887923,0.2951581,0.3645219],"study_design_scores_gemma":[0.00007808791,0.0004789961,0.009629879,0.01769918,0.0002377481,0.001692169,0.0743602,0.0009408675,0.0006014933,0.1598419,0.7342947,0.0001447095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001765175,0.04764276,0.000900312,0.9390079,0.003179061,0.00002288427,0.00004368874,0.00003706737,0.0074012],"genre_scores_gemma":[0.2730443,0.1946322,0.004685419,0.5039982,0.0177316,0.0002682554,0.0002227666,0.00009682232,0.005320362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02461731,"threshold_uncertainty_score":0.1301904,"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."}}