{"id":"W4403866109","doi":"10.21203/rs.3.rs-5277152/v1","title":"Adult Influenza Vaccination Coverage Before, During and After the COVID-19 Pandemic in Canada","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Pandemic influenza; Outbreak; Infectious disease (medical specialty); Internal medicine; Disease","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":[0.0005368891,0.0002571915,0.0003974722,0.001063892,0.001647272,0.001089131,0.001109309,0.0007588306,0.004545399],"category_scores_gemma":[0.002381916,0.0002710453,0.0005858308,0.003224104,0.0003876016,0.0005688288,0.0007102581,0.001105878,0.0003837089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03156739,"about_ca_system_score_gemma":0.04428143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983999,"about_ca_topic_score_gemma":0.9987282,"domain_scores_codex":[0.9987925,0.00006460259,0.00006171941,0.000152494,0.0002043604,0.0007243071],"domain_scores_gemma":[0.9976053,0.0001243908,0.000298841,0.00003798095,0.001024602,0.0009087643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004923274,0.0001069752,0.9807854,0.00007563519,0.00008736338,0.00008234204,0.001174306,0.0002993071,0.0001931996,0.0002794176,0.006593771,0.009829924],"study_design_scores_gemma":[0.000009527029,0.00002606256,0.9970584,0.00003073709,0.00002083371,0.0000131345,0.001183104,0.0001445564,0.00005596762,0.00001112745,0.001439148,0.000007512389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970206,0.001867468,0.0000702172,0.001661343,0.0000576083,0.00003389347,0.02165817,0.00001737659,0.004428],"genre_scores_gemma":[0.9884627,0.001035357,0.00008003562,0.0002934443,0.00001754399,0.00001782797,0.005361585,0.000007974469,0.004723478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03156739,"threshold_uncertainty_score":0.2290385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08748982738870727,"score_gpt":0.4373330407850682,"score_spread":0.349843213396361,"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."}}