{"id":"W4387706669","doi":"10.3390/vaccines11101607","title":"Effectiveness of Cell-Based Quadrivalent Seasonal Influenza Vaccine: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Public Health Ontario; University of Toronto; Western University","funders":"Seqirus","keywords":"Seasonal influenza; Vaccination; Medicine; Influenza vaccine; Meta-analysis; Immunology; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease","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":[0.01453328,0.002741744,0.01894012,0.005661204,0.0005901381,0.003598304,0.002012472,0.002214442,0.004842909],"category_scores_gemma":[0.03762875,0.001503044,0.03447516,0.006413261,0.000663716,0.002150713,0.001428913,0.002061671,0.0004383355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788843,"about_ca_system_score_gemma":0.004900485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007385525,"about_ca_topic_score_gemma":0.01652704,"domain_scores_codex":[0.9902242,0.004208512,0.003103531,0.0009641362,0.001116286,0.0003833763],"domain_scores_gemma":[0.9767925,0.01779031,0.00298087,0.0004624948,0.00173195,0.0002419106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00140296,0.00002779863,0.002931211,0.6177952,0.3634278,0.0001139664,0.00007921171,0.0004141153,0.0001819824,0.0001473822,0.0006351509,0.01284323],"study_design_scores_gemma":[0.0005562381,0.0001926192,0.002949469,0.05500695,0.938677,0.00009995879,0.00004854814,0.0001582007,0.000105004,0.0001728158,0.002011488,0.00002175068],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002583632,0.9959092,0.0003342922,0.0001828566,0.0001158882,0.0002346721,0.0004066895,0.00001353365,0.0002191565],"genre_scores_gemma":[0.09619452,0.8990653,0.001516678,0.0009642631,0.0002434942,0.001031921,0.0006830653,0.00002253477,0.0002783088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01894012,"threshold_uncertainty_score":0.07686025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203285769351064,"score_gpt":0.4555869487433779,"score_spread":0.2523011793923139,"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."}}