{"id":"W2981801248","doi":"10.1093/ofid/ofz360.2391","title":"2714. Streptococcus pneumoniae Nasopharyngeal Carriage in Canadian Adults Hospitalized with Community-Acquired Pneumonia from 2010 to 2017","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; McGill University Health Centre; Université de Sherbrooke; University of Toronto; McMaster University; Sinai Health System; Vancouver General Hospital; University of British Columbia; Dalhousie University; Izaak Walton Killam Health Centre; Saskatchewan Health; Centre hospitalier universitaire de Québec; Saskatchewan Health Authority; Nova Scotia Health Authority; Ottawa Hospital","funders":"","keywords":"Streptococcus pneumoniae; Carriage; Serotype; Medicine; Community-acquired pneumonia; Pneumonia; Herd immunity; Pneumococcal conjugate vaccine; Microbiology; Virology; Immunology; Internal medicine; Vaccination; Antibiotics; Biology; Pathology","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":[0.0003759371,0.0006144231,0.0004074931,0.001683476,0.002045379,0.0008434653,0.001000052,0.0004633039,0.003599255],"category_scores_gemma":[0.001543957,0.0003196961,0.0006135801,0.003277533,0.000454751,0.0004241586,0.0006949095,0.0005292211,0.000474757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01965497,"about_ca_system_score_gemma":0.02891503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907491,"about_ca_topic_score_gemma":0.9924609,"domain_scores_codex":[0.9991212,0.00003106068,0.00006134145,0.0001318823,0.0003711328,0.0002833626],"domain_scores_gemma":[0.9985714,0.00002684232,0.0002915545,0.00002363893,0.0007726839,0.0003138587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008233345,0.00002344432,0.9919139,0.0001070232,0.00003309431,0.0001181433,0.0003234981,0.00004739818,0.0003119039,0.00003240667,0.001941101,0.005065741],"study_design_scores_gemma":[0.000003822094,0.00003100614,0.9978656,0.00005043595,0.00002215345,0.0001167421,0.0004432228,0.0001204311,0.00006538709,0.000007085132,0.001266803,0.000007418303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696112,0.002522985,0.0001459698,0.0005126545,0.00005552566,0.0001348657,0.01891521,0.00004651961,0.008055161],"genre_scores_gemma":[0.9937162,0.001090472,0.0002667753,0.0001686278,0.00002195125,0.00003439677,0.003773888,0.000006652075,0.000921161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965497,"threshold_uncertainty_score":0.1426075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006696854697682,"score_gpt":0.2692262632584375,"score_spread":0.2591592947114607,"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."}}