{"id":"W4296230819","doi":"10.1158/1557-3265.sarcomas22-pr002","title":"Abstract PR002: Antigen presentation and processing pathway is associated with early relapse after neoadjuvant immune checkpoint blockade (ICB) in dedifferentiated liposarcomas (DDLPS)","year":2022,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology; Internal medicine; Ipilimumab; Nivolumab; Immune checkpoint; Cancer research; Immunotherapy; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873424,0.0001382023,0.0002339845,0.0001775309,0.00009587176,0.0002302798,0.0001055498,0.0001459921,0.001062737],"category_scores_gemma":[0.0002788728,0.00006461044,0.0001954636,0.0001854901,0.0001559232,0.0001153388,0.0001560194,0.0002421377,0.000139142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143878,"about_ca_system_score_gemma":0.0001062854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142298,"about_ca_topic_score_gemma":0.0001865796,"domain_scores_codex":[0.9999233,0.00001900107,0.000008996803,0.00001933403,0.00001264376,0.00001677816],"domain_scores_gemma":[0.9997839,0.0000438963,0.00009924887,0.0000112918,0.00001373419,0.00004790788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01927474,0.0005265779,0.7227985,0.0002036814,0.0001409933,0.0007870861,0.0001119129,0.0005009606,0.2313365,0.00005068507,0.0002853639,0.02398298],"study_design_scores_gemma":[0.000133585,0.003006402,0.9799011,0.00001081572,0.0001190095,0.001808017,0.0001501584,0.0007767309,0.01359862,0.00005090383,0.0004391728,0.00000545092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996787,0.000138846,0.00003984783,0.00001042668,0.000001065621,0.000003542367,0.000058855,0.000002167864,0.00006647271],"genre_scores_gemma":[0.9996616,0.00004169713,0.00004539785,0.000009129757,0.00000190286,0.000006386502,0.0001485001,7.458959e-7,0.00008477044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062737,"threshold_uncertainty_score":0.003555238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205349137529586,"score_gpt":0.429748915399852,"score_spread":0.3092140016468934,"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."}}