{"id":"W4400886073","doi":"10.1097/olq.0000000000002050","title":"New Pathways in Syphilis Vaccine Development","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Syphilis; Medicine; Treponema; Public health; Immunology; Government (linguistics); Virology; Human immunodeficiency virus (HIV); Family medicine; Pathology","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":[0.009527308,0.001004772,0.000640313,0.00113162,0.001346455,0.007034712,0.001198831,0.003485867,0.01649202],"category_scores_gemma":[0.004733059,0.0004870623,0.000880334,0.0006567448,0.002717735,0.008524592,0.004037715,0.008067683,0.00413407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261761,"about_ca_system_score_gemma":0.00616874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007657537,"about_ca_topic_score_gemma":0.00133964,"domain_scores_codex":[0.9971825,0.001046918,0.0001952234,0.0002956386,0.0007380184,0.000541797],"domain_scores_gemma":[0.9953666,0.001326731,0.0004267991,0.0002249828,0.001179213,0.001475736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001152286,0.0009614082,0.003606613,0.002615482,0.0001267424,0.0009321732,0.001175544,0.002506057,0.02451463,0.3235552,0.1654955,0.4733583],"study_design_scores_gemma":[0.0001607424,0.0008867034,0.0007993649,0.0009335145,0.0000474355,0.0006005191,0.0008758446,0.001766043,0.006508491,0.09176736,0.8955986,0.00005523393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02586873,0.3499382,0.04216838,0.4804862,0.02466524,0.0004341283,0.0007169952,0.0006234242,0.07509871],"genre_scores_gemma":[0.2852886,0.4178779,0.09502203,0.09498177,0.01475076,0.0009931931,0.001576662,0.0002822357,0.08922673],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01649202,"threshold_uncertainty_score":0.05517125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199312323754075,"score_gpt":0.2689954791400332,"score_spread":0.2490642467646257,"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."}}