{"id":"W3141564469","doi":"10.3390/microorganisms9040696","title":"Changes in Invasive Pneumococcal Disease Caused by Streptococcus pneumoniae Serotype 1 following Introduction of PCV10 and PCV13: Findings from the PSERENADE Project","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University Health Network; Alberta Health Services; Université Laval","funders":"National Center for Advancing Translational Sciences; Pan American Health Organization; European Centre for Disease Prevention and Control; Bill and Melinda Gates Foundation; Johns Hopkins University; World Health Organization","keywords":"Streptococcus pneumoniae; Serotype; Pneumococcal disease; Poisson regression; Medicine; Incidence (geometry); Pneumococcal conjugate vaccine; Pneumococcal infections; Pediatrics; Demography; Environmental health; Immunology; Antibiotics; Biology; Microbiology; Mathematics; Population","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":[0.004099127,0.0003597668,0.0004699953,0.0009044476,0.0002362016,0.0009407485,0.000741259,0.00056021,0.0008839391],"category_scores_gemma":[0.009913056,0.0003373007,0.001074836,0.00177676,0.0004385643,0.0007064284,0.001654141,0.0008321638,0.000314698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093191,"about_ca_system_score_gemma":0.001393639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07308843,"about_ca_topic_score_gemma":0.04682766,"domain_scores_codex":[0.9974655,0.001019751,0.0001451641,0.0004653996,0.0005979834,0.0003061622],"domain_scores_gemma":[0.993729,0.001231747,0.002407752,0.0004827811,0.001529496,0.0006193297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002752261,0.00009079249,0.9867284,0.00009513492,0.0001992886,0.0001306452,0.0008211674,0.0005336146,0.0002467786,0.0001318493,0.0009755627,0.009771517],"study_design_scores_gemma":[0.000002705028,0.00006590844,0.9985743,0.0000213466,0.00003128303,0.00006340831,0.0003347969,0.0002134546,0.00006425304,0.00002274882,0.0006010511,0.000004949798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938066,0.0003806108,0.000436121,0.0002767324,0.000009614896,0.00002290785,0.003910506,0.00001574282,0.001141201],"genre_scores_gemma":[0.9935877,0.0005788174,0.0007355732,0.0001402996,0.00001567589,0.00004553819,0.004029829,0.00002318077,0.0008433904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07308843,"threshold_uncertainty_score":0.145326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206097673193149,"score_gpt":0.2496145408236411,"score_spread":0.2375535640917096,"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."}}