{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002910023,0.0002549103,0.0004750834,0.0001509916,0.0003223769,0.00008718915,0.0001257225,0.0001733909,0.00003322118],"category_scores_gemma":[0.003531615,0.0002204881,0.0006601834,0.0003434621,0.0002503586,0.0002308776,0.00006039051,0.0002614508,0.00006529073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807889,"about_ca_system_score_gemma":0.0009509487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009847731,"about_ca_topic_score_gemma":0.0000241103,"domain_scores_codex":[0.9980858,0.000160757,0.0006747252,0.0005377359,0.0001705689,0.0003703948],"domain_scores_gemma":[0.9965459,0.0005667399,0.0002369771,0.000554729,0.0006510357,0.001444656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257446,0.002856044,0.9849029,0.0001105709,0.0001828084,0.000008560454,0.00003860244,0.00001829257,0.0002477902,0.0005082692,0.00187571,0.009124761],"study_design_scores_gemma":[0.004624288,0.001312773,0.9815221,0.00008243893,0.0007717549,0.000008952014,0.00007932828,0.000187778,0.0000114082,0.003881752,0.007258115,0.0002592921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899816,0.000288645,0.0008968445,0.00256066,0.0007034666,0.003486246,0.0001318239,0.0006647793,0.001285926],"genre_scores_gemma":[0.9951334,0.00006196263,0.00001991802,0.0009032036,0.000737646,0.002404666,0.0003654897,0.00005048092,0.0003232409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008865468,"threshold_uncertainty_score":0.8991243,"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."}}