{"id":"W2794111128","doi":"10.1016/j.ebiom.2018.03.001","title":"Vaccines for Improved Cellular Immunity to Influenza","year":2018,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Virology; Influenza vaccine; Immunity; Antibody; Immunology; Vaccination; Hemagglutinin (influenza); Biology; Disease; Virus; Medicine; Immune system","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":[0.0009720637,0.0008173212,0.001746729,0.001194537,0.0003450649,0.00004186229,0.000626565,0.0009999354,0.0006267664],"category_scores_gemma":[0.00259862,0.0006131525,0.0003767892,0.0008058381,0.0004260988,0.00007461737,0.0004690556,0.002037448,0.0006344485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971851,"about_ca_system_score_gemma":0.0003968989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890888,"about_ca_topic_score_gemma":0.00001157365,"domain_scores_codex":[0.9956974,0.00009881865,0.0009568437,0.0009209476,0.0008643165,0.001461699],"domain_scores_gemma":[0.9954871,0.0005260318,0.0002615233,0.001687957,0.001631805,0.0004055656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008398776,0.00006614939,0.00008503062,0.001514307,0.0006856444,0.0001544231,0.0003702946,5.915581e-8,0.02778818,0.000002081953,0.9658521,0.002641853],"study_design_scores_gemma":[0.004794534,0.003600904,0.0004304285,0.0007864447,0.0005042795,0.0000286885,0.00006701233,0.00003155164,0.004988568,0.0001027193,0.9841236,0.0005412858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004262201,0.00360908,0.0008661892,0.9794436,0.002016237,0.006310976,0.0005457513,0.0003620301,0.002583985],"genre_scores_gemma":[0.0001363775,0.00009982652,0.003148241,0.9408363,0.03388753,0.0007469605,0.001216335,0.0002412583,0.01968724],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03860731,"threshold_uncertainty_score":0.999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09246798390994965,"score_gpt":0.3967339475594395,"score_spread":0.3042659636494898,"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."}}