{"id":"W1964134483","doi":"10.1016/j.vaccine.2010.02.076","title":"Standardization and validation of assays determining cellular immune responses against influenza","year":2010,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; Vancouver Coastal Health Research Institute","funders":"Canadian Institutes of Health Research; University of Connecticut","keywords":"Granzyme B; Granzyme; Immune system; Granzyme A; Cellular immunity; Immunology; Biology; Cytokine; ELISPOT; T cell; Perforin; CD8","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007263649,0.0001166348,0.0002880118,0.0002326154,0.0001028961,0.00001748344,0.00005485709,0.00008007442,0.0000580768],"category_scores_gemma":[0.001586718,0.00009783353,0.00003974363,0.0002133235,0.00003103344,0.000128438,0.00008998485,0.0002217485,0.000006706602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002374626,"about_ca_system_score_gemma":0.00008295791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001364781,"about_ca_topic_score_gemma":0.000004866193,"domain_scores_codex":[0.9989262,0.00005884447,0.0003509046,0.0001722067,0.0003067455,0.0001850828],"domain_scores_gemma":[0.9989793,0.0001703541,0.0001246114,0.0002845952,0.000368651,0.00007251226],"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":[0.0006299352,0.00003134635,0.08736744,0.0001070309,0.00005213307,0.00001143608,0.0003205408,0.00001953958,0.9052166,0.00006147674,0.00007736914,0.006105133],"study_design_scores_gemma":[0.002587517,0.0002880719,0.1464113,0.0001031263,0.00005552121,0.000008564261,0.0001319401,0.0003223251,0.8408413,0.00003844838,0.009103846,0.000108082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975801,0.0005821215,0.0005728058,0.0001629038,0.00007808102,0.0002823162,0.0000175471,0.00004176888,0.0006823788],"genre_scores_gemma":[0.9978815,0.0001393023,0.00159112,0.0001256772,0.00008788444,0.00001186463,0.0000170223,0.00001939421,0.0001261873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06437533,"threshold_uncertainty_score":0.3989536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488692673173951,"score_gpt":0.3568545709334247,"score_spread":0.3119676442016852,"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."}}