{"id":"W4283812970","doi":"10.1093/cid/ciac475","title":"Distribution of Serotypes Causing Invasive Pneumococcal Disease in Children From High-Income Countries and the Impact of Pediatric Pneumococcal Vaccination","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"","keywords":"Serotype; Pneumococcal disease; Medicine; Pediatrics; Incidence (geometry); Vaccination; Pneumococcal conjugate vaccine; Streptococcus pneumoniae; Virology; Antibiotics; Microbiology","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":[0.001281563,0.0004004143,0.000334944,0.002251668,0.0003480392,0.0008828288,0.0004366063,0.0003959691,0.00190776],"category_scores_gemma":[0.004414177,0.0002184215,0.0004864415,0.003779555,0.0004616367,0.0008696163,0.0007174699,0.000556568,0.0002969135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006771678,"about_ca_system_score_gemma":0.0008543265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200494,"about_ca_topic_score_gemma":0.009116118,"domain_scores_codex":[0.9986225,0.0003221008,0.0001699124,0.0002210766,0.0003269308,0.0003375591],"domain_scores_gemma":[0.996389,0.0007275419,0.001853352,0.0001021706,0.0004898699,0.0004381398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000171435,0.000008313315,0.9984019,0.00002536488,0.00001935996,0.00005191202,0.00007704544,0.00006355979,0.00003195643,0.00003213221,0.0001859562,0.001085415],"study_design_scores_gemma":[0.000001528455,0.00002673171,0.9989698,0.00002466288,0.000008742411,0.0002418444,0.0003451122,0.00005084935,0.00002656656,0.00001654155,0.0002858524,0.00000187352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903514,0.002336177,0.0001432821,0.0002347684,0.00001834105,0.00002550209,0.004972728,0.000008527672,0.001909368],"genre_scores_gemma":[0.9964241,0.001282717,0.0001475,0.00005306345,0.00001957175,0.00002194375,0.001988768,0.000002966819,0.00005922293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200494,"threshold_uncertainty_score":0.02387011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228469221085039,"score_gpt":0.3178802134604719,"score_spread":0.3055955212496215,"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."}}