{"id":"W2083494984","doi":"10.1186/1471-2334-13-204","title":"T cell memory to evolutionarily conserved and shared hemagglutinin epitopes of H1N1 viruses: a pilot scale study","year":2013,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; University of Toronto; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Arthritis Society; York University","keywords":"Epitope; Immunogenicity; ELISPOT; Virology; Biology; Immunology; Hemagglutinin (influenza); Antibody; Immunity; Influenza A virus; T cell; Immune system; Virus","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":[0.00008682843,0.0001762906,0.0002146615,0.00006339166,0.000103565,0.00006403578,0.0001548112,0.0000477691,0.00006620742],"category_scores_gemma":[0.0001078315,0.0001586331,0.00007162942,0.00007259442,0.00005075336,0.00001713573,0.0002450094,0.0000405425,0.00003205511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001099769,"about_ca_system_score_gemma":0.00008496274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518795,"about_ca_topic_score_gemma":0.0001218504,"domain_scores_codex":[0.9990599,0.00006200572,0.0003127731,0.0002418983,0.0001262784,0.0001971271],"domain_scores_gemma":[0.9992434,0.00002869292,0.0001150046,0.0003390559,0.0001344926,0.0001393288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00018698,0.001612505,0.9328886,0.0001895751,0.00008057614,3.74335e-7,0.0002650836,0.0001342107,0.05879821,0.00001113269,0.005564055,0.000268754],"study_design_scores_gemma":[0.002839467,0.002824042,0.9728103,0.00002958134,0.0001078272,0.00001024494,0.001734688,0.0002148324,0.01848697,0.00007837492,0.0004827226,0.000380971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970534,0.000904429,0.0001962181,0.00001318828,0.00006359896,0.0009340583,0.00006573145,0.00002613583,0.0007432075],"genre_scores_gemma":[0.9989392,0.00002457102,0.0003279445,0.0001884248,0.00006302426,0.0002162541,0.00003975487,0.00001941578,0.0001814149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031124,"threshold_uncertainty_score":0.6468872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528575752575346,"score_gpt":0.2332163446500762,"score_spread":0.2179305871243228,"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."}}