{"id":"W2976770481","doi":"10.1093/infdis/jiz419","title":"Influenza Vaccine Effectiveness in Preventing Hospitalizations in Older Patients With Chronic Obstructive Pulmonary Disease","year":2019,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute for Clinical Evaluative Sciences; University of Ottawa; London Health Sciences Centre; Children's Hospital of Eastern Ontario; University Health Network; Health Sciences Centre; Hospital for Sick Children; William Osler Health System; Public Health Ontario; University of Toronto; Sinai Health System; North York General Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; International Council for the Exploration of the Sea; Department of Family and Community Medicine, University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Vaccination; Influenza vaccine; COPD; Odds ratio; Confidence interval; Logistic regression; Internal medicine; Intensive care medicine; Emergency medicine; Immunology","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":[0.001983697,0.000216092,0.0004387409,0.0002511703,0.0001679817,0.0003181691,0.0002277022,0.0003658259,0.0006406957],"category_scores_gemma":[0.007448281,0.0001031079,0.0008080528,0.0002519161,0.0001372834,0.0002278781,0.0002514003,0.0004814308,0.00005630806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033445,"about_ca_system_score_gemma":0.0008421852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152114,"about_ca_topic_score_gemma":0.02090193,"domain_scores_codex":[0.9991695,0.0004405041,0.0000979836,0.00007007449,0.0001416479,0.00008035951],"domain_scores_gemma":[0.9982628,0.0008755759,0.0004511951,0.0000439276,0.000142443,0.000224151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00661152,0.0008246839,0.9428608,0.0009360159,0.002215942,0.00004809451,0.0001625473,0.0008455561,0.0006309851,0.00009310329,0.0008048303,0.04396588],"study_design_scores_gemma":[0.0002203606,0.002986013,0.9942223,0.0001349509,0.000784485,0.00005835691,0.00006440545,0.0007889702,0.0001545307,0.00004282357,0.0005381834,0.000004604173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830185,0.01469544,0.0001100478,0.0006406201,0.00004978379,0.00003885965,0.0003908376,0.000008950257,0.001046935],"genre_scores_gemma":[0.9983638,0.001167084,0.0001122624,0.0000843687,0.000027758,0.00001094152,0.0001746497,7.807012e-7,0.00005832046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152114,"threshold_uncertainty_score":0.02290815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008690700029848985,"score_gpt":0.2941244098837512,"score_spread":0.2854337098539022,"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."}}