{"id":"W2155210993","doi":"10.3201/eid1802.110987","title":"Diphtheria in the Postepidemic Period, Europe, 2000–2009","year":2012,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diphtheria; Period (music); Virology; Medicine; Biology; Vaccination","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":[0.000253566,0.0002129782,0.0001589637,0.00005533282,0.0001337425,0.00005331752,0.0002412165,0.00007292225,0.0001615601],"category_scores_gemma":[0.000232948,0.0001643799,0.0001151144,0.0002280096,0.00007415611,0.00001748163,0.00007679981,0.0001070045,0.00008310906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982124,"about_ca_system_score_gemma":0.00006831538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006952439,"about_ca_topic_score_gemma":0.00003695343,"domain_scores_codex":[0.9986823,0.0002467302,0.0002208887,0.0002563219,0.0001343952,0.0004593887],"domain_scores_gemma":[0.9992911,0.00002421512,0.00008103477,0.0004352736,0.00004991111,0.000118506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349995,0.000873231,0.9173073,0.00004872119,0.0001238048,0.00002756583,0.001253475,0.00007982156,0.06083627,0.0002734415,0.009681492,0.009359877],"study_design_scores_gemma":[0.0009226387,0.000289416,0.6011891,0.00003053595,0.0000954446,0.00016355,0.0003652676,0.00001593178,0.001388191,0.0000775768,0.3948894,0.0005728726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826414,0.005048648,0.0000556957,0.0001543178,0.0006027481,0.0001995704,0.00003663602,0.00004929745,0.01121169],"genre_scores_gemma":[0.9973231,0.0002303526,0.00001092965,0.0009142105,0.0008080924,0.00005071429,0.00008711806,0.000038784,0.0005367119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3852079,"threshold_uncertainty_score":0.6703219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007295524027756643,"score_gpt":0.246000886184827,"score_spread":0.2387053621570704,"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."}}