{"id":"W1980634325","doi":"10.1378/chest.10220","title":"Improving Pneumococcal Vaccination Rates in Patients With Chronic Obstructive Pulmonary Disease","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Vaccination; Pneumococcal vaccination; Pneumococcal disease; Exacerbation; COPD; Intensive care medicine; Population; Pneumococcal infections; Disease; Pediatrics; Internal medicine; Immunology; Streptococcus pneumoniae; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001567809,0.0003252733,0.001158345,0.0004087291,0.0004878687,0.0006925975,0.0003890244,0.001154855,0.001786951],"category_scores_gemma":[0.01150425,0.0002348213,0.0008915815,0.000673539,0.0001818875,0.0009707799,0.0004578158,0.001378265,0.0002002396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634631,"about_ca_system_score_gemma":0.001050808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614339,"about_ca_topic_score_gemma":0.008225884,"domain_scores_codex":[0.9990024,0.0003899178,0.0001540565,0.00009555355,0.0001547035,0.0002033883],"domain_scores_gemma":[0.9968431,0.001441768,0.0008823402,0.0001145697,0.0002658783,0.0004523604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001419248,0.001185202,0.9492215,0.0001804566,0.0002656334,0.00009807109,0.0001912514,0.0003614803,0.0003921448,0.00005281691,0.001526532,0.04510576],"study_design_scores_gemma":[0.0001722072,0.0009972812,0.9973521,0.00005370723,0.0002425578,0.0001121622,0.0001236034,0.0003255771,0.000135293,0.00006007071,0.0004196695,0.000005785382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899256,0.00481742,0.0001055758,0.002457722,0.0001545622,0.00002781828,0.0002099259,0.00002497723,0.00227623],"genre_scores_gemma":[0.9979101,0.001017925,0.000184601,0.0004240591,0.0001458743,0.00001345043,0.0001574992,0.000002403221,0.0001440791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005614339,"threshold_uncertainty_score":0.01116329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006161061442931233,"score_gpt":0.2408907495693872,"score_spread":0.2347296881264559,"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."}}