{"id":"W2082596529","doi":"10.1086/599827","title":"Changing Epidemiology of Invasive Pneumococcal Disease in Canada, 1998–2007: Update from the Calgary‐Area<i>Streptococcus pneumoniae</i>Research (CASPER) Study","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; University of Alberta; Alberta Health Services; Calgary Laboratory Services; Alberta Children's Hospital; Alberta Hospital Edmonton; University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation; Calgary Laboratory Services; GlaxoSmithKline","keywords":"Pneumococcal disease; Medicine; Streptococcus pneumoniae; Epidemiology; Pneumococcal infections; Vaccination; Pneumococcal conjugate vaccine; Pneumococcal vaccine; Conjugate vaccine; Environmental health; Virology; Immunology; Immunization; Microbiology; Internal medicine; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001653004,0.0003772309,0.001239213,0.0003022623,0.0003828577,0.0000176635,0.0003636056,0.0001632564,0.0001697209],"category_scores_gemma":[0.009735964,0.0002637832,0.0004515528,0.0009913534,0.0005481773,0.0001106393,0.0002099749,0.001280763,0.00006333604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004717145,"about_ca_system_score_gemma":0.00364058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09742318,"about_ca_topic_score_gemma":0.3514248,"domain_scores_codex":[0.9936424,0.002370665,0.001630459,0.0008733784,0.0005223372,0.0009607254],"domain_scores_gemma":[0.9879913,0.009295251,0.000336781,0.001081724,0.0002553902,0.001039548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237078,0.003168155,0.992011,0.00002651798,0.0001809089,0.0005975505,0.0001122878,0.0001743081,0.0001289942,0.0000583281,0.0009019181,0.002516329],"study_design_scores_gemma":[0.002190971,0.001276359,0.9926077,0.0002209744,0.0003356055,0.000004736437,0.0005599034,0.0003196995,0.00001131085,0.001237202,0.0009873755,0.0002481724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926754,0.0008456327,0.00001419224,0.003025533,0.0007840778,0.002133107,0.0002097222,0.00008991986,0.000222463],"genre_scores_gemma":[0.9931263,0.0003514174,0.000001029323,0.005446464,0.0006887908,0.0002387621,0.00008399076,0.00003248816,0.00003077298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540016,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09082124682860274,"score_gpt":0.4021662640223532,"score_spread":0.3113450171937505,"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."}}