{"id":"W2032467184","doi":"10.1016/j.rmed.2008.08.004","title":"Influenza vaccination among Canadians with chronic respiratory disease","year":2008,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Vaccination; Asthma; COPD; Confounding; Influenza vaccine; Immunology; Odds ratio; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005774427,0.0004158616,0.0006628052,0.0007040349,0.0005420939,0.000009847771,0.0002264089,0.0001358465,0.0008241558],"category_scores_gemma":[0.001324101,0.0002983934,0.00008925183,0.0008708186,0.0009686499,0.0002832207,0.00007184375,0.0006302656,0.000140963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113519,"about_ca_system_score_gemma":0.002398899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253072,"about_ca_topic_score_gemma":0.002697629,"domain_scores_codex":[0.9963519,0.0001798944,0.0006108753,0.0006234935,0.001392151,0.0008417031],"domain_scores_gemma":[0.9967592,0.0001638564,0.0001880853,0.0009260728,0.0006619536,0.001300769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00193903,0.0001885335,0.8880207,0.0007999152,0.000412335,0.006292325,0.001507917,0.0002400917,0.001756416,0.0003628273,0.08986098,0.008618918],"study_design_scores_gemma":[0.005161671,0.001522287,0.5839788,0.0004102219,0.0001201568,0.00002652813,0.00008142958,0.00006281186,0.0002185022,0.000008312611,0.4081636,0.0002456634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624848,0.02381522,0.0000767931,0.001446962,0.0001589819,0.001549441,0.00002229734,0.0002842508,0.01016127],"genre_scores_gemma":[0.9705237,0.0003657753,0.00008179089,0.02447187,0.002410887,0.0003527768,0.00002217042,0.0001449819,0.001626058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183027,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10060110400029,"score_gpt":0.3655780003361528,"score_spread":0.2649768963358629,"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."}}