{"id":"W2029913194","doi":"10.1016/j.vaccine.2013.09.053","title":"Current status of syphilis vaccine development: Need, challenges, prospects","year":2013,"lang":"en","type":"article","venue":"Vaccine","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Syphilis; Treponema; Immunology; Medicine; Public health; Infectious disease (medical specialty); Disease; Sexually transmitted disease; Transmission (telecommunications); HIV vaccine; Virology; Vaccination; Human immunodeficiency virus (HIV); Vaccine trial; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001020667,0.0002884721,0.0005992136,0.000219392,0.00005290917,0.00001346351,0.0001009819,0.00007819789,0.001518292],"category_scores_gemma":[0.0001046338,0.0002106984,0.0001054432,0.000268944,0.000005689713,0.000121162,0.00008575999,0.0001501687,0.000377779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777393,"about_ca_system_score_gemma":0.0001515001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651379,"about_ca_topic_score_gemma":0.00006354189,"domain_scores_codex":[0.9981356,0.00002001729,0.0005507106,0.0003967043,0.0003410856,0.0005558729],"domain_scores_gemma":[0.9986079,0.00006030473,0.0001672026,0.0005033122,0.000286503,0.0003748281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00016151,0.003277408,0.5127932,0.0007088921,0.0004656168,0.00002907059,0.001323649,0.000002239843,0.0009232563,0.001341313,0.01253238,0.4664414],"study_design_scores_gemma":[0.005153449,0.0004956859,0.8754997,0.0003727667,0.0001237835,0.00002336346,0.0001278629,0.00002160395,0.0103339,0.0001672555,0.1074833,0.0001972653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265392,0.06672252,0.000006491434,0.003065575,0.0002565323,0.001398176,0.000008125095,0.0001068528,0.001896525],"genre_scores_gemma":[0.9822848,0.01590726,0.0008772942,0.0001070025,0.0002029033,0.0003121205,0.00008614696,0.0000425297,0.0001798878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662442,"threshold_uncertainty_score":0.9993945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188753735147667,"score_gpt":0.2768661923122737,"score_spread":0.244978654960797,"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."}}