{"id":"W4417096573","doi":"10.1016/j.vaccine.2025.128040","title":"Population effects of influenza vaccination in children and adolescents: Systematic review","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Health and Digital Executive Agency","keywords":"Vaccination; Population; Influenza vaccine; Live attenuated influenza vaccine; Viral disease; Epidemiology; Influenza A virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009243291,0.001727056,0.01110132,0.00529038,0.0004141505,0.002433919,0.001682554,0.001863344,0.005225517],"category_scores_gemma":[0.04246475,0.001373423,0.01063934,0.005274187,0.0008413786,0.001747109,0.001267844,0.001655108,0.0002872454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337584,"about_ca_system_score_gemma":0.008017457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008682255,"about_ca_topic_score_gemma":0.0203993,"domain_scores_codex":[0.9919363,0.003365716,0.002529598,0.0006812079,0.001266367,0.0002208945],"domain_scores_gemma":[0.9723508,0.02064724,0.005084174,0.0003582754,0.001302818,0.0002566896],"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":[0.0002973908,0.00001575466,0.001066691,0.9517274,0.0308222,0.00005877507,0.00008906524,0.0001076069,0.00006630921,0.0001338376,0.0006737699,0.01494121],"study_design_scores_gemma":[0.0007464883,0.0003645822,0.00674844,0.7260903,0.2537551,0.0003154133,0.0001575465,0.000115148,0.000169554,0.0002813425,0.011224,0.00003231625],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001429319,0.9970584,0.0001223418,0.0001560035,0.0001051509,0.0003594036,0.0005368471,0.00000952087,0.0002229943],"genre_scores_gemma":[0.03472149,0.9623985,0.0007472609,0.0005675603,0.0001265015,0.0009268721,0.0003642817,0.000007908696,0.0001396563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01110132,"threshold_uncertainty_score":0.0488838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269395154652952,"score_gpt":0.346443399194475,"score_spread":0.3337494476479455,"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."}}