{"id":"W4411580263","doi":"10.3390/vaccines13070670","title":"COVID-19 Vaccine Timing and Co-Administration with Influenza Vaccines in Canada: A Systematic Review with Comparative Insights from G7 Countries","year":2025,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Sanofi","keywords":"Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Influenza vaccine; Medicine; Administration (probate law); Seasonal influenza; Pandemic; Biology; Vaccination; Political science; Infectious disease (medical specialty); Outbreak; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000381234,0.001133819,0.007696864,0.0006752091,0.0002695417,0.00009286225,0.0003302771,0.0002006596,0.00007549951],"category_scores_gemma":[0.001723436,0.0006421428,0.0001347702,0.001353835,0.00005378054,0.0002319892,0.0001394279,0.0006972397,0.00001339306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861416,"about_ca_system_score_gemma":0.01967781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1839129,"about_ca_topic_score_gemma":0.7838135,"domain_scores_codex":[0.9952022,0.0004826013,0.001907419,0.0009741077,0.0008785535,0.0005551022],"domain_scores_gemma":[0.994436,0.002586222,0.001023401,0.0008801423,0.000596959,0.0004773144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005991663,0.00005339307,0.001758015,0.9911823,0.001459462,0.0004928623,0.000332215,0.00000307206,1.073874e-7,0.00005208677,0.003523852,0.0005434835],"study_design_scores_gemma":[0.002757031,0.0004247845,0.0005091369,0.7598361,0.006856511,0.0002140071,0.0004761977,0.00001148137,0.000003292456,0.000007569939,0.2281972,0.0007066731],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005003861,0.98957,0.0000137529,0.0004915431,0.00004633468,0.008798387,0.000266266,0.00007034941,0.0002430092],"genre_scores_gemma":[0.0002415671,0.9938102,0.0001501741,0.003380157,0.0000971885,0.001738958,0.0003394107,0.00006103113,0.0001813266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5999005,"threshold_uncertainty_score":0.999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208580504868832,"score_gpt":0.4267102395725782,"score_spread":0.305852189085695,"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."}}