{"id":"W2129042002","doi":"10.1017/s0950268810001895","title":"Diphtheria in the United Kingdom, 1986–2008: the increasing role of<i>Corynebacterium ulcerans</i>","year":2010,"lang":"en","type":"review","venue":"Epidemiology and Infection","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Canada","funders":"","keywords":"Corynebacterium diphtheriae; Diphtheria; Medicine; Vaccination; Case fatality rate; Asymptomatic carrier; Pediatrics; Epidemiology; Asymptomatic; Immunology; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003779984,0.0004125675,0.001058584,0.0001448315,0.0001860168,0.00002019619,0.0003279738,0.0009599726,0.00002631494],"category_scores_gemma":[0.001221488,0.0002344441,0.0003450367,0.0002944275,0.0004323487,0.000009637586,0.0001096102,0.0008058625,0.000006877939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531545,"about_ca_system_score_gemma":0.00009446742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383067,"about_ca_topic_score_gemma":0.000297889,"domain_scores_codex":[0.9949026,0.003375916,0.0008084392,0.0004745468,0.00006523284,0.0003733409],"domain_scores_gemma":[0.9977651,0.0008522096,0.0006243486,0.0006475124,0.00005883463,0.00005204289],"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":[0.0002874906,0.0002695437,0.01435677,0.002144141,0.0004988735,0.000006466457,0.0003025341,0.000008341959,0.01081713,0.002507872,0.000575623,0.9682252],"study_design_scores_gemma":[0.0001867488,0.0001846676,0.006733144,0.0003901382,0.0002428921,0.0003047224,0.00001360806,0.000005813948,0.00006538981,0.0002994126,0.9913273,0.0002461594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2151888,0.7815382,0.00009164315,0.0001158508,0.000830742,0.0007353089,0.00003734708,0.00001934733,0.001442797],"genre_scores_gemma":[0.05679643,0.941293,0.00004259367,0.0004824936,0.000674004,0.0001299602,0.0004978948,0.00004294848,0.00004068903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907517,"threshold_uncertainty_score":0.9560354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415254019213655,"score_gpt":0.3248398903161373,"score_spread":0.2833144883947718,"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."}}