{"id":"W2016710276","doi":"10.1016/j.vaccine.2008.07.043","title":"Correlates of protection: Novel generations of influenza vaccines","year":2008,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Influenza A virus subtype H5N1; Pandemic; Vaccination; Virology; Immunity; Biology; Outbreak; Herd immunity; Immunology; Immune system; Coronavirus disease 2019 (COVID-19); Virus; Medicine; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001849163,0.0004469509,0.002803554,0.0007150077,0.0001143456,0.00000550648,0.0002059768,0.000338227,0.0001881294],"category_scores_gemma":[0.0009721523,0.0003174278,0.0006098146,0.001096014,0.00003909782,0.00007592412,0.0001767722,0.0005693983,0.00005464461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069584,"about_ca_system_score_gemma":0.0006367614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009026456,"about_ca_topic_score_gemma":0.00001129766,"domain_scores_codex":[0.997321,0.00006815942,0.001454476,0.0003741074,0.0004716231,0.0003105979],"domain_scores_gemma":[0.9973677,0.000186805,0.0007425472,0.0007098824,0.0008846839,0.0001083842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003969482,0.001306496,0.001706145,0.09932593,0.004521794,0.0000426905,0.0003739103,0.0000590854,0.0005665199,0.0004373058,0.01002707,0.8812361],"study_design_scores_gemma":[0.001579473,0.0004666336,0.0004904179,0.009874628,0.0008929372,0.0002930214,0.00001128805,0.00002873045,0.0001805986,0.000005490502,0.9859411,0.000235731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002250728,0.9965601,0.000107526,0.00004199497,0.0001597871,0.002248149,0.0001173613,0.00005270035,0.0004873212],"genre_scores_gemma":[0.00003804978,0.9975912,0.0007946097,0.00003452328,0.0003731521,0.0003091452,0.00005376218,0.00006897156,0.0007365618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.975914,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000222177496502,"score_gpt":0.4192738165993903,"score_spread":0.2192515988497402,"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."}}