{"id":"W4408845928","doi":"10.1093/jac/dkaf085","title":"Comparing serotype coverage of pneumococcal vaccines with PCV21 (V116), a new 21-valent conjugate pneumococcal vaccine, and the epidemiology of its eight unique <i>Streptococcus pneumoniae</i> serotypes (15A, 15C, 16F, 23A, 23B, 24F, 31 and 35B) causing invasive pneumococcal disease in adult patients in Canada: SAVE study, 2018–21","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Merck Canada; Public Health Agency; Public Health Agency of Canada; University of Manitoba","keywords":"Serotype; Streptococcus pneumoniae; Pneumococcal conjugate vaccine; Virology; Pneumococcal infections; Conjugate vaccine; Medicine; Streptococcaceae; Conjugate; Microbiology; Pneumococcal vaccine; Immunology; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006407199,0.0003414957,0.0003263823,0.0006296043,0.0006375026,0.0007786449,0.0006185274,0.000402729,0.0008372843],"category_scores_gemma":[0.002230616,0.0002504264,0.000642416,0.001635969,0.0003372689,0.0004161447,0.0004233608,0.0005700163,0.0001547969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009034698,"about_ca_system_score_gemma":0.00895757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202148,"about_ca_topic_score_gemma":0.920688,"domain_scores_codex":[0.9991274,0.00005703539,0.00007168086,0.0001572007,0.0003289192,0.0002576443],"domain_scores_gemma":[0.9982342,0.000132431,0.000465816,0.00007212412,0.0006973473,0.0003981781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005558089,0.00006056568,0.9963906,0.00002555404,0.000123704,0.00002076176,0.0001515173,0.0001883065,0.0001435226,0.00002462305,0.000591461,0.001723374],"study_design_scores_gemma":[0.00002420554,0.0001815106,0.998588,0.00001646642,0.00006274191,0.00003001051,0.0001810509,0.0002421639,0.00009925418,0.000005470461,0.0005651885,0.000003863502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921698,0.0002820684,0.00004343009,0.00006238759,0.000005669266,0.0000266996,0.006509343,0.000004481633,0.0008961724],"genre_scores_gemma":[0.9932801,0.0002371571,0.00006390221,0.00007310086,0.000006172691,0.00002362205,0.005850736,0.00000298782,0.0004623021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07978523,"threshold_uncertainty_score":0.1605101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135015527318684,"score_gpt":0.2493126980464425,"score_spread":0.2379625427732557,"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."}}