{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007483371,0.0002844956,0.0003691204,0.0001956474,0.000555485,0.0001263535,0.0002252094,0.0001194377,0.000007005302],"category_scores_gemma":[0.000392607,0.0001448689,0.00007996624,0.0002205973,0.0002454882,0.0001406576,0.0001887559,0.001444151,3.431135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367131,"about_ca_system_score_gemma":0.0007532359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0110556,"about_ca_topic_score_gemma":0.3055684,"domain_scores_codex":[0.9981509,0.0003672288,0.0004068769,0.0002857011,0.0003791251,0.0004101054],"domain_scores_gemma":[0.9986137,0.0001733386,0.0002977015,0.000433243,0.00008550726,0.0003964934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003319985,0.0002937692,0.9969594,0.000150654,0.00004784963,0.0003784045,0.0008455429,0.00001088782,0.00001593087,0.00001195813,0.0000265284,0.0009270344],"study_design_scores_gemma":[0.002155145,0.0002307377,0.9950523,0.0001222113,0.000399652,0.001093482,0.0001650756,0.00008750557,0.000001679609,0.0004843226,0.00005077743,0.0001570945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870666,0.001693473,3.335107e-7,0.009595159,0.0001763292,0.001383475,0.00004982403,0.000008977586,0.00002582254],"genre_scores_gemma":[0.9953609,0.003212116,7.342768e-7,0.0007534722,0.0004986685,0.0001395783,0.000004771005,0.00001906839,0.00001074078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945128,"threshold_uncertainty_score":0.9955299,"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."}}