{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277525,0.001525158,0.007781792,0.01651018,0.001360184,0.004029069,0.002284652,0.001773628,0.003903677],"category_scores_gemma":[0.06241805,0.0009296582,0.007447064,0.02678171,0.001257002,0.002111336,0.001939915,0.001361508,0.0002348893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02483358,"about_ca_system_score_gemma":0.1041054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3188022,"about_ca_topic_score_gemma":0.578261,"domain_scores_codex":[0.9869753,0.003736615,0.004782388,0.0008780055,0.002963503,0.0006642184],"domain_scores_gemma":[0.952825,0.02820467,0.008695532,0.0006359108,0.008771415,0.000867482],"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":[0.0003541588,0.00001552128,0.001527288,0.9592441,0.006718575,0.00009631728,0.0003485134,0.0001374939,0.0001260413,0.0002733706,0.00174069,0.02941787],"study_design_scores_gemma":[0.0002647319,0.0001529867,0.00727495,0.9192069,0.0530116,0.0002066287,0.0004888418,0.00008785414,0.0001420966,0.0001646781,0.01895328,0.0000453249],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001567796,0.9956673,0.0001071677,0.0003443173,0.00008632375,0.0003974063,0.001281941,0.000006966734,0.00054071],"genre_scores_gemma":[0.020844,0.9762136,0.0006883402,0.0006220705,0.00004988521,0.0007756354,0.0006677153,0.000007106883,0.000131648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6811978,"threshold_uncertainty_score":0.6338931,"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."}}