{"id":"W4381334128","doi":"10.1016/j.smim.2023.101798","title":"Introduction to the Special Issue: The Immunopeptidome","year":2023,"lang":"en","type":"editorial","venue":"Seminars in Immunology","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Research in Immunology and Cancer; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001097889,0.0003982141,0.0003968842,0.0001493883,0.0002530727,0.00009256707,0.001524006,0.0009855751,0.0001168821],"category_scores_gemma":[0.001891161,0.0002545732,0.0001686435,0.0004517481,0.0001790252,0.000006460307,0.001024001,0.001109282,0.0008851789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008465272,"about_ca_system_score_gemma":0.0001995308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009851693,"about_ca_topic_score_gemma":0.0002055509,"domain_scores_codex":[0.997802,0.0001862074,0.0006093,0.0005203944,0.0002862639,0.0005958143],"domain_scores_gemma":[0.9978328,0.0002024362,0.0002367536,0.001553606,0.0001468866,0.00002747108],"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":[0.0002969741,0.00002724914,0.000002211732,0.00001850783,0.0001554302,0.000002055349,0.0005028243,0.00008441153,0.002917065,0.00002616161,0.9858556,0.01011151],"study_design_scores_gemma":[0.0003469334,0.000495299,0.0000699583,0.00004730593,0.00002747938,0.00001245239,0.001055234,0.000007460996,0.00106798,0.00003921541,0.9965281,0.0003025497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002843783,0.004119894,0.00001607391,0.007378915,0.983426,0.0006726015,0.00007957367,0.00002661873,0.001436514],"genre_scores_gemma":[0.0001115377,0.00858941,0.00007627346,0.0001220809,0.9683139,0.0002454567,0.001353161,0.00008701454,0.0211011],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01966459,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005118176098618451,"score_gpt":0.2357190858246584,"score_spread":0.23060090972604,"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."}}