{"id":"W4408029908","doi":"10.1016/j.vaccine.2025.126946","title":"Real-world effectiveness of influenza vaccination in preventing influenza and influenza-like illness in children","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Vaccination; Medicine; Influenza-like illness; Virology; Human mortality from H5N1; Influenza vaccine; Live attenuated influenza vaccine; Immunology; Coronavirus disease 2019 (COVID-19); Virus; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.007145958,0.0004237983,0.0003485772,0.0005833855,0.0001773375,0.0009354959,0.0004119007,0.0003885699,0.001086297],"category_scores_gemma":[0.01198264,0.0002122951,0.001479161,0.0005206542,0.0003515346,0.0006140826,0.0004885633,0.0004077645,0.0001305271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145836,"about_ca_system_score_gemma":0.0009295762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831182,"about_ca_topic_score_gemma":0.006247029,"domain_scores_codex":[0.9964715,0.002437358,0.000208386,0.0002909216,0.0003396354,0.0002522144],"domain_scores_gemma":[0.9931419,0.003135101,0.002887652,0.0003395484,0.0002491112,0.0002466479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002733782,0.0001572155,0.9801997,0.0002652886,0.001195795,0.00005185336,0.0001057506,0.00568485,0.000317924,0.00008397614,0.0002320133,0.008971882],"study_design_scores_gemma":[0.0001546255,0.002153186,0.9922875,0.000113425,0.0006054984,0.0002573361,0.00009839157,0.003092076,0.000473913,0.00007858702,0.0006673695,0.00001806745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945375,0.002779835,0.0003123769,0.0001744071,0.00001241499,0.00002726662,0.001397277,0.00001243927,0.0007463997],"genre_scores_gemma":[0.9987286,0.0003819835,0.0002781677,0.00001955558,0.00001056019,0.00002047694,0.0005094586,0.000002230785,0.00004909225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007145958,"threshold_uncertainty_score":0.03779191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828933085638419,"score_gpt":0.3811307718093795,"score_spread":0.3528414409529954,"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."}}