{"id":"W2559001170","doi":"10.1093/ofid/ofw194.74","title":"The Burden of Pneumococcal Community-Acquired Pneumonia and Invasive Pneumococcal Disease in Hospitalized Adults: A Canadian Immunization Research Network (CIRN) Serious Outcomes Surveillance (SOS) Network Study","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Sherbrooke; McMaster University; Mount Sinai Hospital; Horizon Health Network; University of British Columbia; Ottawa Hospital; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; Nova Scotia Health Authority; Dalhousie University","funders":"Pfizer","keywords":"Medicine; Pneumococcal disease; Pneumonia; Community-acquired pneumonia; Immunization; Streptococcus pneumoniae; Pneumococcal pneumonia; Intensive care medicine; Disease; Immunology; Antibiotics; Internal medicine; Antibody; Microbiology","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":[0.001329678,0.001091075,0.0006462446,0.001595455,0.00231899,0.001070438,0.001918932,0.0006172215,0.001094958],"category_scores_gemma":[0.001644816,0.0004803808,0.0009826205,0.004890334,0.0005041829,0.0005487176,0.001258834,0.0009244327,0.0001927745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02297618,"about_ca_system_score_gemma":0.03154814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910307,"about_ca_topic_score_gemma":0.9917515,"domain_scores_codex":[0.9988059,0.00007354091,0.00007848281,0.0001923424,0.0004916641,0.0003581581],"domain_scores_gemma":[0.9984074,0.00003245498,0.0002251229,0.00006315302,0.000757307,0.0005145606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396715,0.00006498851,0.9923158,0.00006763443,0.0001561712,0.00007375106,0.0003421879,0.0001319898,0.0001132361,0.0000992733,0.003535556,0.002959687],"study_design_scores_gemma":[0.00002161332,0.00003603855,0.9980645,0.00002953842,0.00006147998,0.0000542396,0.0004166382,0.0003106378,0.00003011323,0.00001411542,0.0009504053,0.00001081673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554337,0.001356776,0.0002578844,0.000591207,0.00003936085,0.0003175695,0.03839426,0.00002565303,0.003583469],"genre_scores_gemma":[0.9832545,0.0009256307,0.0003686924,0.0001904695,0.00002399748,0.00008669496,0.01453947,0.000006941503,0.0006035767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297618,"threshold_uncertainty_score":0.1667046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890468769244192,"score_gpt":0.3148685569735201,"score_spread":0.2959638692810782,"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."}}