{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001721074,0.0004178729,0.0008363496,0.000313577,0.00243539,0.00027247,0.0007009609,0.0001501902,0.00003934278],"category_scores_gemma":[0.002174657,0.0002703411,0.0001708413,0.001297092,0.0007310185,0.0004085243,0.0008761066,0.0004663277,0.00002505888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736808,"about_ca_system_score_gemma":0.001305865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09215413,"about_ca_topic_score_gemma":0.2985422,"domain_scores_codex":[0.9943504,0.002527434,0.0008126356,0.0005206457,0.0004869604,0.001301891],"domain_scores_gemma":[0.9949245,0.002038479,0.0002614924,0.001267758,0.0005690006,0.0009387938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005617334,0.000742414,0.9951814,0.00006604692,0.0002381834,0.00009451604,0.0005568323,0.0004062456,0.0002677747,0.0002130835,0.0002844821,0.00138727],"study_design_scores_gemma":[0.004480953,0.001476076,0.9883236,0.0005870296,0.00009814315,0.00001636933,0.001713685,0.00007253439,0.000003188685,0.001370021,0.001521377,0.0003370292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885257,0.0004750724,0.0000045424,0.004939448,0.0003560542,0.00470667,0.0001440761,0.00008496221,0.0007634001],"genre_scores_gemma":[0.9979333,0.0005626769,0.000001965198,0.0002286879,0.0001604809,0.0007607641,0.00005243155,0.00007731225,0.0002223878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063881,"threshold_uncertainty_score":0.9999749,"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."}}