{"id":"W2619139481","doi":"10.1016/j.vaccine.2017.05.049","title":"Burden of vaccine-preventable pneumococcal disease in hospitalized adults: A Canadian Immunization Research Network (CIRN) Serious Outcomes Surveillance (SOS) network study","year":2017,"lang":"en","type":"article","venue":"Vaccine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; McMaster University; Mount Sinai Hospital; Vancouver General Hospital; Ottawa Hospital; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network","keywords":"Medicine; Serotype; Pneumococcal disease; Pneumonia; Pneumococcal conjugate vaccine; Streptococcus pneumoniae; Intensive care unit; Immunization; Sputum; Pneumococcal vaccine; Pediatrics; Disease; Immunology; Internal medicine; Antigen; Antibiotics; Microbiology; Biology; Tuberculosis; Pathology","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":[0.00080142,0.0006109643,0.0004426799,0.001087938,0.00165003,0.00088414,0.001178522,0.0003676642,0.00126356],"category_scores_gemma":[0.001357725,0.0003224073,0.000662519,0.002847661,0.0003662413,0.0003487956,0.0008049694,0.000765619,0.0001605864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01512783,"about_ca_system_score_gemma":0.01973774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835473,"about_ca_topic_score_gemma":0.9872417,"domain_scores_codex":[0.9992287,0.00005314951,0.00004714425,0.0001089143,0.0003048831,0.0002570921],"domain_scores_gemma":[0.9989826,0.00002856529,0.0001634073,0.00004131494,0.000446038,0.0003381561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009733678,0.0000444929,0.9955218,0.00003144823,0.00008063163,0.00004327787,0.0002114799,0.00007008565,0.00009929218,0.00006577179,0.001667998,0.00206648],"study_design_scores_gemma":[0.00001130276,0.0000274137,0.9987966,0.00001923002,0.00003960888,0.0000377288,0.0003248224,0.0002023083,0.00002808736,0.000009215328,0.0004986427,0.000005102727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817723,0.000814746,0.000142481,0.0003903933,0.00002038957,0.000126347,0.01443543,0.00001333159,0.002284592],"genre_scores_gemma":[0.9929901,0.0005507714,0.000174492,0.00009802324,0.00001384374,0.00003078299,0.005770031,0.000003798903,0.0003681745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645273,"threshold_uncertainty_score":0.1097606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978078965532766,"score_gpt":0.3325083682861114,"score_spread":0.3127275786307837,"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."}}