{"id":"W2736672332","doi":"10.1097/inf.0000000000001709","title":"Changes in the Nature and Severity of Invasive Pneumococcal Disease in Children Before and After the Seven-valent and Thirteen-valent Pneumococcal Conjugate Vaccine Programs in Calgary, Canada","year":2017,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Medicine; Pneumococcal conjugate vaccine; Interquartile range; Conjugate vaccine; Pediatrics; Streptococcus pneumoniae; Meningitis; Incidence (geometry); Epidemiology; Pneumonia; Bacteremia; Vaccination; Pneumococcal polysaccharide vaccine; Pneumococcal infections; Internal medicine; Immunology; Pneumococcal disease; Immunization; Antibiotics; Immune system","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007538804,0.0004147823,0.0004909004,0.001217641,0.001369626,0.001160767,0.001568181,0.0005887047,0.001053787],"category_scores_gemma":[0.003047662,0.0003309851,0.0006779362,0.003054734,0.0008548269,0.0006232974,0.0009035936,0.001426027,0.000150697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03662347,"about_ca_system_score_gemma":0.03726978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876239,"about_ca_topic_score_gemma":0.9896674,"domain_scores_codex":[0.9979177,0.00009938118,0.00009275402,0.0002117559,0.0007171486,0.0009612684],"domain_scores_gemma":[0.9959914,0.0001502031,0.0009723436,0.00005736595,0.001510637,0.001318186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120508,0.0000406211,0.9944503,0.00004419887,0.00004989048,0.0001025464,0.0004817851,0.0001820744,0.00013829,0.00005526762,0.0008995014,0.003443378],"study_design_scores_gemma":[0.000002481088,0.00002004038,0.9992842,0.00001360186,0.000006595337,0.00001765962,0.0003208611,0.00003949741,0.00002224312,0.000002804245,0.0002671508,0.000002776488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906889,0.001563115,0.00006676374,0.000758311,0.00004010294,0.0000490101,0.004828724,0.00001620877,0.001988846],"genre_scores_gemma":[0.9956025,0.0008954642,0.0001066727,0.000180081,0.00001585563,0.00001696052,0.002457527,0.000005222292,0.0007196701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03662347,"threshold_uncertainty_score":0.2657232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063296443525107,"score_gpt":0.2333269253796093,"score_spread":0.2269972810270985,"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."}}