{"id":"W4375845575","doi":"10.1093/ofid/ofad244","title":"Age Differences in Comorbidities, Presenting Symptoms, and Outcomes of Influenza Illness Requiring Hospitalization: A Worldwide Perspective From the Global Influenza Hospital Surveillance Network","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Fondation de France; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Moderna; Francis Crick Institute; Sanofi; Illumina; Canadian Frailty Network; GlaxoSmithKline; Bill and Melinda Gates Foundation; OPEC Fund for International Development; AstraZeneca; Pfizer; European Federation of Pharmaceutical Industries and Associations; Sanofi Pasteur; Seqirus; Abbott Laboratories","keywords":"Medicine; Vaccination; Odds ratio; Logistic regression; Intensive care unit; Internal medicine; Diabetes mellitus; Influenza vaccine; Emergency medicine; Intensive care medicine; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000787401,0.0003923308,0.0002967672,0.001392543,0.0002162352,0.0005242744,0.0002072037,0.0003750796,0.00125655],"category_scores_gemma":[0.001449439,0.0001238059,0.0005245351,0.001441354,0.0001849663,0.0007484693,0.0006313984,0.0004436283,0.000133516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370804,"about_ca_system_score_gemma":0.0002898628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008247459,"about_ca_topic_score_gemma":0.009686254,"domain_scores_codex":[0.9996699,0.0001082425,0.00004004035,0.00006660938,0.00004143921,0.00007379451],"domain_scores_gemma":[0.9989698,0.0001262168,0.0005254141,0.00003710176,0.0001633873,0.0001780861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004822468,0.00001042123,0.9947709,0.00003214859,0.0001069532,0.00008992749,0.000112109,0.00009236204,0.00008016957,0.00006884388,0.0005212444,0.004066658],"study_design_scores_gemma":[0.000002556774,0.00004050855,0.9982735,0.00005617891,0.00005052802,0.0002454699,0.000393592,0.0002193504,0.0000246542,0.00005995197,0.0006291931,0.000004657828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847268,0.00829072,0.0002766094,0.001194813,0.00004892346,0.00001275972,0.003576186,0.000007352616,0.001865792],"genre_scores_gemma":[0.9955239,0.002372893,0.0001255126,0.0001826681,0.00008543684,0.000007887699,0.001617087,0.000002234115,0.00008230827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008247459,"threshold_uncertainty_score":0.01639891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763158861252558,"score_gpt":0.3567548625193204,"score_spread":0.3191232739067948,"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."}}