{"id":"W7131881240","doi":"10.5376/jvr.2025.15.0006","title":"Exploring mRNA Vaccines for Influenza: Preclinical and Clinical Insights","year":2025,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Messenger RNA; Immune system; Translation (biology); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003233142,0.0005616805,0.0005668925,0.0003922743,0.0002389136,0.001901899,0.0005423145,0.001101254,0.005131357],"category_scores_gemma":[0.002243935,0.0001924725,0.000426481,0.0002606515,0.001476525,0.001679529,0.0004471402,0.002029047,0.001055728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005920299,"about_ca_system_score_gemma":0.001208975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003925418,"about_ca_topic_score_gemma":0.0007515344,"domain_scores_codex":[0.9993229,0.0003308988,0.00002879883,0.00004697612,0.0001071693,0.0001632507],"domain_scores_gemma":[0.9989359,0.0006026766,0.0001348577,0.00006227735,0.0001368774,0.0001275714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004448031,0.003229688,0.005807403,0.002814079,0.0001516195,0.001016913,0.0005798911,0.002045042,0.4266159,0.03597315,0.01140544,0.5059129],"study_design_scores_gemma":[0.002761838,0.1039598,0.02256348,0.002282419,0.0008131166,0.005594796,0.003109228,0.004467008,0.4422562,0.05365993,0.3583962,0.0001360186],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4597196,0.3982943,0.02629452,0.05043251,0.002317427,0.00129801,0.00083178,0.0002826763,0.06052916],"genre_scores_gemma":[0.8065127,0.1619982,0.01453134,0.005742444,0.002557648,0.0005132185,0.0008139723,0.00006487362,0.007265615],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005131357,"threshold_uncertainty_score":0.01716614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6749643836756348,"score_gpt":0.6094757613748978,"score_spread":0.06548862230073704,"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."}}