{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001718389,0.0009623569,0.002484834,0.00043792,0.0001766078,0.00005957884,0.0002285927,0.0003495707,0.0003871737],"category_scores_gemma":[0.00004807809,0.0007173226,0.0004018742,0.0001502538,0.0001407534,0.0001397552,0.00005975235,0.0002121586,0.00008530603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668804,"about_ca_system_score_gemma":0.001005064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006143958,"about_ca_topic_score_gemma":0.0000141923,"domain_scores_codex":[0.9966449,0.0001597365,0.001020618,0.001036399,0.0005644576,0.000573909],"domain_scores_gemma":[0.9977911,0.000246301,0.0002692365,0.0007701276,0.0001603851,0.0007628189],"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":[0.00004803549,0.001127045,0.00005687819,0.03088943,0.002227688,0.0003727236,0.0003050168,3.928021e-9,5.811703e-8,0.0002695547,0.001654425,0.9630491],"study_design_scores_gemma":[0.001529322,0.0005197602,0.001467656,0.02061498,0.007897587,0.0001143572,0.0001346633,3.62088e-7,0.000001327651,0.00005185498,0.9670377,0.0006304682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001138396,0.9957912,0.000005276037,0.0003967274,0.0001896034,0.001685605,0.0003134026,0.0002571944,0.00124715],"genre_scores_gemma":[0.0001999617,0.9951751,0.0001624915,0.0003673987,0.00045415,0.0007009914,0.002261735,0.0001642317,0.0005139402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9653832,"threshold_uncertainty_score":0.9995278,"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."}}