{"id":"W4411333827","doi":"10.1002/hon.70094_184","title":"184 | GENOMIC PROFILING OF EXTRANODAL DISEASE IN PATIENTS WITH DIFFUSE LARGE B‐CELL LYMPHOMA: A COMBINED ANALYSIS OF POLARIX AND GOYA","year":2025,"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":"Spinal Cord Injury BC; University of British Columbia; Roche (Canada)","funders":"National Cancer Institute; Gilead Sciences; Seagen; Pfizer","keywords":"Lymphoma; Diffuse large B-cell lymphoma; Medicine; Profiling (computer programming); Disease; Pathology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00010612,0.0001468292,0.001037026,0.0002937408,0.00002753713,0.000002818336,0.00005927538,0.0001350096,0.00003044741],"category_scores_gemma":[0.0000709794,0.00009460715,0.0001186365,0.0005008545,0.0001429395,0.00001964453,0.00008042073,0.00005094345,0.000001391355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505634,"about_ca_system_score_gemma":0.000195438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005538491,"about_ca_topic_score_gemma":0.00004351502,"domain_scores_codex":[0.9988144,0.00009021772,0.0004459163,0.0002868839,0.0001217651,0.0002408136],"domain_scores_gemma":[0.9991722,0.0002676681,0.0001598467,0.0002055871,0.00007345362,0.0001212439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002839856,0.02546901,0.9659789,0.0001980788,0.0005103481,0.000158195,0.00006665685,0.000002948549,0.0001235117,0.004337722,0.00001093714,0.0003038777],"study_design_scores_gemma":[0.03265939,0.0009208706,0.9632881,0.00005485606,0.001859131,0.000001647459,0.00004507013,0.0003601661,0.0006013636,0.00009668547,0.00003946051,0.00007320897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978613,0.0008494694,0.00003358715,0.0002059851,0.00001985525,0.0005348495,0.000049825,0.00001271396,0.0004324762],"genre_scores_gemma":[0.9988967,0.00005370457,0.000713846,0.0001675736,0.000002002281,0.00005201101,0.00008530983,0.000005359937,0.0000234888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981954,"threshold_uncertainty_score":0.3857968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201085497103421,"score_gpt":0.2619551028432077,"score_spread":0.2547540173461043,"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."}}