{"id":"W2220164129","doi":"10.1093/cid/civ803","title":"Invasive Pneumococcal Disease Among Immunocompromised Persons: Implications for Vaccination Programs","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; HalTech; St. Michael's Hospital; Hospital for Sick Children; The Scarborough Hospital; Southlake Regional Health Center; St Joseph's Health Centre; Toronto East General Hospital; University Health Network; York Central Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Bayer HealthCare; Gilead Sciences; ViiV Healthcare; GlaxoSmithKline; Pfizer; Bristol-Myers Squibb; Abbott Laboratories","keywords":"Medicine; Pneumococcal disease; Vaccination; Immunology; Disease; Pneumococcal infections; Virology; Streptococcus pneumoniae; Internal medicine; Antibiotics; Microbiology","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":[0.003346047,0.0003903221,0.0005676048,0.0008688717,0.0007415939,0.001695514,0.0009946072,0.002029666,0.004642943],"category_scores_gemma":[0.02173493,0.000213012,0.0005684318,0.00133661,0.000646715,0.001697995,0.0007344087,0.001548508,0.0002919011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020925,"about_ca_system_score_gemma":0.00900436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04373988,"about_ca_topic_score_gemma":0.05399083,"domain_scores_codex":[0.9981528,0.001122385,0.0001206776,0.0001248457,0.000240888,0.0002384949],"domain_scores_gemma":[0.9912792,0.003683925,0.001453043,0.0001020033,0.001322414,0.002159372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000288537,0.0005102061,0.688053,0.001906824,0.000200616,0.001056531,0.001093739,0.001702911,0.0002300315,0.002680445,0.05010424,0.2521729],"study_design_scores_gemma":[0.00009991747,0.000561533,0.9508261,0.008835386,0.0004053833,0.001017392,0.009499708,0.003363484,0.0001609,0.00509722,0.02006081,0.00007216201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.237791,0.172089,0.001264087,0.571424,0.001879532,0.0001747842,0.001991743,0.00008428531,0.01330163],"genre_scores_gemma":[0.8912525,0.08517683,0.001689116,0.01735731,0.002611574,0.0001477322,0.000645844,0.00001287399,0.001106126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04373988,"threshold_uncertainty_score":0.08697057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040546975926383,"score_gpt":0.3980776521378243,"score_spread":0.294022954545186,"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."}}