{"id":"W6920488821","doi":"10.60692/f2x7q-w7r91","title":"Immunoinformatics Approach to Design Novel Subunit Vaccine against the Epstein-Barr Virus","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immune system; In silico; Virus; Epitope; Virulence; Cytotoxic T cell; Protein subunit; Receptor","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":[],"consensus_categories":[],"category_scores_codex":[0.001101442,0.0003251685,0.0002769098,0.0002031553,0.0007947959,0.0002621733,0.0008317747,0.0001028846,0.00001311161],"category_scores_gemma":[0.00003644123,0.0002380845,0.0001494787,0.0004227576,0.00001739641,0.0000661161,0.0006424853,0.0002257297,0.0001745569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043425,"about_ca_system_score_gemma":0.00009925404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008027814,"about_ca_topic_score_gemma":1.005059e-7,"domain_scores_codex":[0.9978446,0.0000992641,0.001005487,0.0001724908,0.0004441019,0.0004340801],"domain_scores_gemma":[0.9982737,0.000007144787,0.0004544853,0.0009762225,0.0001771555,0.0001113277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.002603124,0.0001615335,0.005022777,0.001743485,0.001458367,0.000002480548,0.3178879,0.6259065,0.006771567,0.002236614,0.03065706,0.00554866],"study_design_scores_gemma":[0.01220777,0.002099091,0.01182743,0.0001395865,0.0002864203,0.001141234,0.3729539,0.3566442,0.03614587,0.000003660163,0.2031419,0.003408967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5113665,0.00004405542,0.4704195,0.0001443823,0.0005890526,0.002288323,0.000390919,0.0001341371,0.01462304],"genre_scores_gemma":[0.9935778,0.000001153202,0.003750996,0.001303087,0.00009353885,0.0005402364,0.0003823043,0.0000283738,0.0003224504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4822113,"threshold_uncertainty_score":0.9708803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455371287730361,"score_gpt":0.2025082988055207,"score_spread":0.1679545859282171,"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."}}