{"id":"W4389030131","doi":"10.1093/ofid/ofad500.2211","title":"2596. Title: The Dynamics Of Invasive Pneumococcal Disease (IPD) due to <i>Streptococcus pneumoniae</i> and Impact Of Pneumococcal Conjugate Vaccines (PCVs) In Canada From 2000-2019","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of Alberta; University of British Columbia","funders":"","keywords":"Pneumococcal disease; Medicine; Serotype; Pneumococcal conjugate vaccine; Streptococcus pneumoniae; Incidence (geometry); Population; Pediatrics; Pneumococcal infections; Epidemiology; Demography; Virology; Internal medicine; Environmental health; Biology; Microbiology; Antibiotics","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":[0.0003611334,0.0005086525,0.000338339,0.001975777,0.00165934,0.00171363,0.0009026875,0.0003896748,0.004776791],"category_scores_gemma":[0.001645403,0.0002289612,0.0005434569,0.003502603,0.0004770351,0.0004271961,0.0005943765,0.0005429972,0.0006897729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03595964,"about_ca_system_score_gemma":0.05835837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955739,"about_ca_topic_score_gemma":0.9964381,"domain_scores_codex":[0.9994416,0.00002236681,0.00003955957,0.00009087563,0.0002161379,0.0001895135],"domain_scores_gemma":[0.9971759,0.00007933576,0.0004078789,0.00003265713,0.001774519,0.0005297349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261626,0.0000615443,0.9563173,0.0002939465,0.0001069807,0.000191358,0.000327645,0.0008032296,0.0006019083,0.0003259148,0.02238491,0.01832357],"study_design_scores_gemma":[0.00001329337,0.00004095717,0.9891472,0.0001226036,0.00004277559,0.0000879518,0.0005383122,0.0007709104,0.0002504183,0.00003369044,0.008937698,0.00001428817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186141,0.005264372,0.0005579389,0.002738018,0.0002456316,0.0001878383,0.1542682,0.0002000995,0.01792379],"genre_scores_gemma":[0.9366647,0.003622924,0.0009857488,0.0006886901,0.00006987304,0.00005909735,0.04550102,0.00004747545,0.01236033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03595964,"threshold_uncertainty_score":0.2609067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007571004839395869,"score_gpt":0.2678472861823966,"score_spread":0.2602762813430007,"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."}}