{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006461062,0.0002747144,0.0003592258,0.0002970742,0.00004210522,0.00006106668,0.00009521638,0.00007961987,0.0009594875],"category_scores_gemma":[0.00002638178,0.0002154734,0.0001261306,0.0005031286,0.00001399261,0.000110646,0.0000123591,0.0001355197,0.0001949376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592772,"about_ca_system_score_gemma":0.0008336806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009548631,"about_ca_topic_score_gemma":0.0001084511,"domain_scores_codex":[0.9983712,0.00002691792,0.0003901533,0.0005081496,0.0003467548,0.0003567659],"domain_scores_gemma":[0.9990986,0.0001401921,0.00001752339,0.0002817437,0.0000324959,0.0004294624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000458641,0.002936902,0.291637,0.0009624853,0.0008234585,0.004031789,0.003334679,0.00003157146,0.001322707,0.002163462,0.01634081,0.6759565],"study_design_scores_gemma":[0.003708894,0.0003975834,0.9520423,0.0009963244,0.0004497597,0.0000392422,0.0002240305,0.0001496297,0.002371114,0.000813415,0.03843743,0.000370243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536541,0.03898787,0.0007867823,0.00338086,0.0003289367,0.0008321649,0.00007494778,0.0005740441,0.001380293],"genre_scores_gemma":[0.9970129,0.0003417599,0.000938178,0.0006497229,0.0001989009,0.0001244847,0.0002530528,0.0000504027,0.0004305933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6755862,"threshold_uncertainty_score":0.9999537,"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."}}