{"id":"W4416451542","doi":"10.1093/jimmun/vkaf283.1870","title":"Immunity and protection following an H5N1-based polyanhydride nanoparticle IAV vaccine 4152","year":2025,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"","keywords":"Vaccination; Immunity; Heterologous; Influenza A virus; Immune system; Influenza A virus subtype H5N1; Virus; Antibody","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":[0.00007034584,0.0002003169,0.0001158523,0.00008329031,0.00005056417,0.0001158374,0.00009488269,0.000263821,0.0008377706],"category_scores_gemma":[0.0000593416,0.00005400115,0.0001416496,0.0000355144,0.000100578,0.0001398071,0.00007923356,0.0002871255,0.0001484068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324495,"about_ca_system_score_gemma":0.00008995761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003302188,"about_ca_topic_score_gemma":0.0003657181,"domain_scores_codex":[0.9999441,0.000006952029,0.000004429104,0.00001283348,0.00001741205,0.00001425343],"domain_scores_gemma":[0.9999661,0.000006418984,0.000008616287,0.000002857761,0.000008064411,0.000007889809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001957548,0.00008304224,0.0002028555,0.00005117986,0.000004920791,0.00001478866,0.000009396031,0.0001518347,0.9972866,0.00004578559,0.00004872508,0.00190513],"study_design_scores_gemma":[0.00002337735,0.004282116,0.005850679,0.00001333478,0.00002256807,0.0001172998,0.00003373888,0.001871107,0.9857754,0.00005019806,0.001954421,0.00000585778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972267,0.0009283262,0.0007935754,0.00003474326,0.00003949627,0.00002126338,0.00008993181,0.00001733799,0.0008486478],"genre_scores_gemma":[0.9973083,0.0003040479,0.0005551975,0.00004300583,0.000007025975,0.00002010348,0.0001748231,0.000002228212,0.001585413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008377706,"threshold_uncertainty_score":0.00280261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300930357566997,"score_gpt":0.3560446771804608,"score_spread":0.3130353736047908,"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."}}