{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260186,0.0001245113,0.0002836123,0.0002265555,0.0002047414,0.0002956534,0.0001127491,0.0003206576,0.001321713],"category_scores_gemma":[0.0003907072,0.00009228902,0.0001816293,0.0002050808,0.0001234127,0.0002172256,0.0001047121,0.0004769357,0.0001664011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672831,"about_ca_system_score_gemma":0.0001409116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005002176,"about_ca_topic_score_gemma":0.0006837578,"domain_scores_codex":[0.9999207,0.00001757339,0.000007528224,0.00001912284,0.0000116821,0.00002332588],"domain_scores_gemma":[0.9998147,0.00003577669,0.00006229274,0.000009830844,0.00001744274,0.00006001802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004393225,0.0003987774,0.9477832,0.00005579715,0.0001350921,0.0009574971,0.00008675492,0.0002750841,0.02298252,0.00006618131,0.0007157193,0.02215015],"study_design_scores_gemma":[0.00007630007,0.0008672618,0.9942093,0.00001043587,0.00009520925,0.001749041,0.0000944177,0.0005698571,0.001300902,0.00007841991,0.0009438124,0.000005109004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985489,0.0005896007,0.00006510092,0.00006351897,0.00001486808,0.000006772553,0.00007159893,0.000007102151,0.0006325984],"genre_scores_gemma":[0.9994751,0.0001158582,0.00003418553,0.00004830836,0.00001165563,0.000004717609,0.00009490141,0.000001084037,0.0002142733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321713,"threshold_uncertainty_score":0.004421532,"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."}}