{"id":"W2501940400","doi":"10.1017/s0950268816001643","title":"Epidemiological impact of a syphilis vaccine: a simulation study","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; McMaster University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Syphilis; Medicine; Psychological intervention; Context (archaeology); Environmental health; Human immunodeficiency virus (HIV); Immunology; Epidemiology; Incidence (geometry); Internal medicine; Biology; Psychiatry","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":[0.002806212,0.0009292508,0.001231101,0.001323305,0.0006060344,0.001227212,0.001573279,0.002885993,0.006997136],"category_scores_gemma":[0.01425706,0.0005046285,0.00168118,0.001077371,0.0008513469,0.00132872,0.001202334,0.00176738,0.0003525928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110704,"about_ca_system_score_gemma":0.002024627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03518532,"about_ca_topic_score_gemma":0.01706131,"domain_scores_codex":[0.9986077,0.0008986195,0.00004455507,0.0001132056,0.00006809054,0.0002679468],"domain_scores_gemma":[0.9819883,0.01468569,0.001203147,0.0004693689,0.0009221507,0.000731423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004452147,0.0006178312,0.01079961,0.0000720349,0.0001469924,0.0002614911,0.00007026817,0.9807358,0.0002192498,0.003775804,0.001017518,0.001838212],"study_design_scores_gemma":[0.0003841728,0.0005290511,0.002702274,0.00003134117,0.0001097541,0.00007060552,0.0002117991,0.9926903,0.00015866,0.002513207,0.0005703033,0.00002852204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751391,0.0004779448,0.009019615,0.001966497,0.00008446218,0.0002751006,0.001899446,0.00007022959,0.01106754],"genre_scores_gemma":[0.993634,0.0002803102,0.003287618,0.000214604,0.00002641419,0.0001642161,0.0005876607,0.00001177222,0.001793407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03518532,"threshold_uncertainty_score":0.06996101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0802369294472855,"score_gpt":0.4170971557204833,"score_spread":0.3368602262731978,"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."}}