{"id":"W4396914340","doi":"10.1093/ofid/ofae275","title":"Invasive Pneumococcal Disease Epidemiology and Serotype Replacement After the Introduction of the 13-Valent Pneumococcal Conjugate Vaccine in Ontario, Canada, 2007–2022","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Nova Scotia Health Authority; Public Health Ontario; University of Toronto","funders":"Public Health Ontario","keywords":"Pneumococcal disease; Medicine; Serotype; Pneumococcal conjugate vaccine; Epidemiology; Conjugate vaccine; Virology; Pneumococcal infections; Conjugate; Streptococcus pneumoniae; Microbiology; Pathogenic organism; Immunology; Antibiotics; Internal medicine; Antibody; Immunogenicity; Biology","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":[0.0006852105,0.0004342092,0.0004754861,0.001532726,0.001721235,0.001209377,0.0014392,0.0005447688,0.001165048],"category_scores_gemma":[0.001998629,0.0004058238,0.0009308796,0.00364228,0.0008131415,0.0004409224,0.0007313163,0.000720676,0.0001695797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04755238,"about_ca_system_score_gemma":0.060503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961655,"about_ca_topic_score_gemma":0.9966864,"domain_scores_codex":[0.9987321,0.00005550379,0.00007120673,0.0001467594,0.0005618042,0.0004325066],"domain_scores_gemma":[0.9959524,0.00009347864,0.001011809,0.00008081482,0.00209922,0.0007623144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009392956,0.00001706184,0.9953836,0.00004501154,0.00005300056,0.0001128112,0.0004405962,0.0001461979,0.0002016352,0.00004728866,0.001239622,0.002219178],"study_design_scores_gemma":[0.000004029144,0.00001601933,0.9986587,0.00001896939,0.00001499739,0.00005262319,0.0003637835,0.0001245292,0.00003134083,0.000005107568,0.0007060156,0.000003978339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773946,0.003370482,0.0002564211,0.001112502,0.00005391891,0.0001115457,0.01373433,0.00003287076,0.00393334],"genre_scores_gemma":[0.9932265,0.001094732,0.0002059259,0.0001716388,0.00002120384,0.00003252366,0.003964098,0.000008984358,0.001274476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04755238,"threshold_uncertainty_score":0.3450183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073473688516011,"score_gpt":0.2630262151506915,"score_spread":0.2522914782655313,"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."}}