{"id":"W4309467647","doi":"10.1186/s12889-022-14581-z","title":"The impact of influenza on the ability to work, volunteer and provide care: results from an online survey of Canadian adults 50 years and older","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université Laval; Institut National de Santé Publique du Québec; University of Waterloo","funders":"","keywords":"Medicine; Biostatistics; Absenteeism; Demography; Epidemiology; Gerontology; Influenza season; Young adult; Public health; Influenza vaccine; Vaccination; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001292894,0.0003984814,0.0004123849,0.001664664,0.002679071,0.001056873,0.001154739,0.0005559482,0.002326794],"category_scores_gemma":[0.004216555,0.0003121524,0.0008015598,0.004550423,0.0004791515,0.0005035796,0.00134273,0.0008080925,0.0004421184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01491184,"about_ca_system_score_gemma":0.01897883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935915,"about_ca_topic_score_gemma":0.9962254,"domain_scores_codex":[0.9987835,0.00009385055,0.0001037079,0.0001312731,0.000540136,0.0003474019],"domain_scores_gemma":[0.9959354,0.0001855304,0.000743467,0.00009448211,0.002061435,0.0009797147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007803186,0.00006536528,0.984286,0.0001707558,0.00006437896,0.00005937506,0.002224604,0.00006818669,0.0001094398,0.00005411742,0.005567641,0.007252252],"study_design_scores_gemma":[0.000005658977,0.00001419249,0.9968687,0.00004971399,0.00001624361,0.00001931943,0.001536919,0.00007538491,0.00001599443,0.000006644525,0.00138263,0.000008585118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593704,0.001347886,0.0001134736,0.001367043,0.00003973611,0.0002039644,0.03050841,0.00001852244,0.007030586],"genre_scores_gemma":[0.9848264,0.001655985,0.0003872211,0.0007471175,0.00002202221,0.0001218752,0.01068807,0.000009329426,0.001541844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491184,"threshold_uncertainty_score":0.1081935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1939875326621359,"score_gpt":0.4194843087851418,"score_spread":0.2254967761230059,"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."}}