{"id":"W3215925274","doi":"10.1080/2162402x.2021.2006893","title":"Keratinocyte differentiation antigen-specific T cells in immune checkpoint inhibitor-treated NSCLC patients are associated with improved survival","year":2021,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Novartis Foundation; Sanofi; Bristol-Myers Squibb; Krebsliga Schweiz; National Science Foundation","keywords":"Epitope; Antigen; Immunology; Lung cancer; Human leukocyte antigen; Immune system; Immunotherapy; CD8; Medicine; Cancer research; Biology; Oncology","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":[0.0002009439,0.0003080959,0.0006999978,0.0001755515,0.0001074676,0.00003849984,0.0001050538,0.0003259795,0.000307715],"category_scores_gemma":[0.00006287902,0.0002633101,0.0001559141,0.000629975,0.0001438853,0.00009753745,0.00006529256,0.0004144211,0.00002277807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635962,"about_ca_system_score_gemma":0.0001909749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775934,"about_ca_topic_score_gemma":0.0007219512,"domain_scores_codex":[0.9978902,0.0002586948,0.0006555825,0.000492476,0.0002357902,0.0004672994],"domain_scores_gemma":[0.9986572,0.00008086455,0.0003820823,0.0004637819,0.000365372,0.00005068183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003328949,0.001177703,0.2007772,0.00001740792,0.0004374951,0.0001024015,0.0003089443,0.000001001014,0.7870754,0.000006235405,0.00005772219,0.006709517],"study_design_scores_gemma":[0.0116045,0.000577477,0.7373059,0.0003060446,0.00002710676,0.000009050521,0.0002877887,0.0000315498,0.2485731,0.000003855999,0.001052191,0.0002214954],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949627,0.002701566,0.00002958691,0.0003135685,0.0007448353,0.0004818463,0.00003821406,0.00008723274,0.0006404789],"genre_scores_gemma":[0.9965918,0.001527349,0.0000739645,0.0001083075,0.0000572784,0.00003939731,0.0008350564,0.00005013379,0.0007167262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5385023,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125353531751043,"score_gpt":0.2272229980035176,"score_spread":0.2146876448284133,"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."}}