{"id":"W2789521908","doi":"10.1097/olq.0000000000000831","title":"Syphilis Vaccine Development: Requirements, Challenges, and Opportunities","year":2018,"lang":"en","type":"review","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Syphilis; Treponema; Medicine; Sexually transmitted disease; Immunology; Public health; Disease; Virology; Internal medicine; Pathology; Human immunodeficiency virus (HIV)","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":[0.001256904,0.0004733291,0.0008029882,0.001475982,0.0002396137,0.001435141,0.0005988157,0.001185988,0.003020896],"category_scores_gemma":[0.001820162,0.0003493525,0.0004897131,0.001416299,0.000404815,0.001962,0.0005561559,0.001732137,0.001417581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517114,"about_ca_system_score_gemma":0.00155006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147272,"about_ca_topic_score_gemma":0.001538564,"domain_scores_codex":[0.9996289,0.00007769866,0.00006052136,0.00005163487,0.0001450906,0.00003606318],"domain_scores_gemma":[0.9992791,0.0004092779,0.00009682102,0.00002301467,0.0001556292,0.00003620902],"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":[0.00005286246,0.00005617688,0.0002932975,0.02001237,0.00004590536,0.0001941761,0.0001235409,0.0004676835,0.003664802,0.008952206,0.01357567,0.9525613],"study_design_scores_gemma":[0.000008375546,0.0001249681,0.0004677028,0.005121339,0.00006411495,0.0009753538,0.0001057427,0.000147588,0.00121343,0.002407593,0.9893492,0.0000144439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004761273,0.9958277,0.0004631591,0.001012034,0.0002056309,0.00001363116,0.00003822022,0.00001150042,0.001951918],"genre_scores_gemma":[0.001677452,0.9964903,0.0007101211,0.0002798294,0.0001125224,0.00001083518,0.00004926308,0.000002848026,0.0006668066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003020896,"threshold_uncertainty_score":0.01010585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689584382756005,"score_gpt":0.3477025800443597,"score_spread":0.1787441417687592,"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."}}