{"id":"W3141194293","doi":"10.3390/vaccines9040346","title":"COVID-19’s Impact on Willingness to Be Vaccinated against Influenza and COVID-19 during the 2020/2021 Season: Results from an Online Survey of Canadian Adults 50 Years and Older","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université Laval; Institut National de Santé Publique du Québec; University of Waterloo","funders":"Sanofi Pasteur","keywords":"Pandemic; Vaccination; Coronavirus disease 2019 (COVID-19); Medicine; Flu season; Influenza vaccine; Demography; Family medicine; Environmental health; Virology; Infectious disease (medical specialty); Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008631644,0.0002469566,0.0003865322,0.0002154083,0.0006999188,0.000179286,0.0003137788,0.0001675065,0.0003095723],"category_scores_gemma":[0.005119978,0.0002003291,0.00006007537,0.001376919,0.00001970158,0.0002559215,0.0001014962,0.0001908503,0.000003932312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899423,"about_ca_system_score_gemma":0.002264177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7588506,"about_ca_topic_score_gemma":0.9670187,"domain_scores_codex":[0.9976072,0.0005927382,0.0004053368,0.0006196248,0.000302922,0.000472204],"domain_scores_gemma":[0.9965808,0.0008499452,0.0001588062,0.0004772198,0.0003085676,0.001624624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330504,0.0001276835,0.9528134,0.00006718657,0.0001059398,0.0002731888,0.03181505,0.001224677,0.0001640118,0.00004142577,0.01005504,0.001981896],"study_design_scores_gemma":[0.002166962,0.00007926211,0.9763109,0.00006350042,0.00002349164,0.000003432569,0.004864383,0.00009547079,0.00004382572,0.0000433353,0.01604474,0.0002606874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806775,0.0009627764,0.000002358502,0.01542335,0.0001424602,0.0003731156,0.002271152,0.00003677226,0.0001105169],"genre_scores_gemma":[0.9860283,0.0009814759,0.00003348864,0.01220312,0.0002924345,0.000007147578,0.0002736647,0.00002517802,0.0001552417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081681,"threshold_uncertainty_score":0.8169185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800676280454049,"score_gpt":0.3494549262818041,"score_spread":0.2914481634772636,"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."}}