{"id":"W4379981853","doi":"10.1002/hon.3164_189","title":"Prognostic impact of HLA‐I neoantigen‐specific CD8+ T cells in limited‐stage follicular lymphoma","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Medical Research Council; National Health and Medical Research Council; Mater Foundation","keywords":"Stage (stratigraphy); Medicine; CD8; Follicular lymphoma; Internal medicine; Lymphoma; Cohort; Oncology; Human leukocyte antigen; Immunology; Biology; Antigen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005668492,0.0001506428,0.0002027771,0.0002092698,0.0001511588,0.0003485453,0.0002623118,0.0003210182,0.00208685],"category_scores_gemma":[0.001131839,0.0001039543,0.000186862,0.0001971643,0.0001976694,0.0002388774,0.0001920599,0.0002251191,0.0002945553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377593,"about_ca_system_score_gemma":0.0001395701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008873238,"about_ca_topic_score_gemma":0.001613912,"domain_scores_codex":[0.9998565,0.00004493388,0.00001185383,0.00004506985,0.00002136898,0.00002041792],"domain_scores_gemma":[0.99954,0.0001550242,0.0001245496,0.00004033767,0.00004319169,0.00009702017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005376913,0.00009436937,0.9698625,0.00004375482,0.00007876942,0.000103712,0.00002652852,0.0007359058,0.006029804,0.00004086371,0.0006495526,0.01695751],"study_design_scores_gemma":[0.0002607831,0.001223451,0.992839,0.0000175267,0.0001680858,0.0005751683,0.00004312109,0.001848889,0.001591444,0.0001250366,0.001301102,0.00000643185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986481,0.0004349096,0.00008407903,0.00003270011,0.000003050487,0.00000947244,0.0003156413,0.000006326522,0.0004655858],"genre_scores_gemma":[0.9992343,0.00004354105,0.00008121206,0.00002300571,0.000004637115,0.000009676319,0.0004890165,0.000001948862,0.0001126972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00208685,"threshold_uncertainty_score":0.006981194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746191264766503,"score_gpt":0.3393850812646581,"score_spread":0.291923168616993,"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."}}