{"id":"W4403519928","doi":"10.1158/2326-6074.tumimm24-a038","title":"Abstract A038: Antigen Presentation By Cancer-Associated Fibroblasts","year":2024,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Institute for Research in Immunology and Cancer","funders":"","keywords":"Medicine; Cancer; Antigen; Cancer immunotherapy; Presentation (obstetrics); Antigen presentation; Immunology; Immunotherapy; Cancer research; Immune system; Internal medicine; T cell; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008228324,0.000146041,0.0003140729,0.0002430123,0.0002391122,0.00003666102,0.0001633043,0.0002359873,0.00111946],"category_scores_gemma":[0.0005310252,0.0001197327,0.00007232685,0.0005867994,0.0009505235,0.00008522016,0.000109385,0.001254735,0.0002232934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030033,"about_ca_system_score_gemma":0.0005651007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231489,"about_ca_topic_score_gemma":0.0001395557,"domain_scores_codex":[0.9979756,0.0002041381,0.0002528875,0.0004534291,0.0004284783,0.0006854479],"domain_scores_gemma":[0.9988232,0.000479119,0.00003248878,0.0002406328,0.0003109691,0.0001136484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002601469,0.0001659835,0.06752307,0.0003503618,0.001261554,0.0003753625,0.00151908,0.000002475508,0.2327087,0.00006107055,0.6313504,0.06442183],"study_design_scores_gemma":[0.002749051,0.000781526,0.5812162,0.002949657,0.0001743067,0.00009268354,0.001187593,0.0005750734,0.05086667,0.0005947027,0.3583513,0.0004612808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831503,0.1437456,0.00001425577,0.01888593,0.0009456383,0.000360651,0.00008928813,0.0001961806,0.004259447],"genre_scores_gemma":[0.9675686,0.01816449,0.00001882718,0.0003706917,0.0003004794,0.000365829,0.00008593473,0.00003582023,0.01308932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5136931,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119134409038602,"score_gpt":0.4804982622880514,"score_spread":0.3685848213841911,"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."}}