{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006564798,0.0002412096,0.0006641792,0.001441514,0.0002232326,0.0009478393,0.0002362047,0.0002378642,0.001249855],"category_scores_gemma":[0.0008948215,0.0001745086,0.0003967902,0.001648873,0.0002391158,0.0003300611,0.0007571696,0.0003116983,0.0002709533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598072,"about_ca_system_score_gemma":0.0002201959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009025125,"about_ca_topic_score_gemma":0.001835709,"domain_scores_codex":[0.9996231,0.00008678035,0.00003209455,0.0001025985,0.0001015418,0.00005393877],"domain_scores_gemma":[0.999529,0.0001059439,0.000153943,0.00004909586,0.00008685067,0.00007519698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001542164,0.0000320665,0.9753145,0.00007767849,0.0002310219,0.0002359965,0.00007673925,0.0001770444,0.01033156,0.00002660828,0.0003499291,0.01160469],"study_design_scores_gemma":[0.00004218041,0.0002249823,0.9956868,0.00001260544,0.0001521871,0.001132691,0.0001576211,0.0003893377,0.001036515,0.00004994647,0.001109126,0.000006022761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996281,0.001075223,0.0004074546,0.00004967511,0.000005676872,0.00001967267,0.001295302,0.00001618605,0.0008499293],"genre_scores_gemma":[0.9960821,0.0002878125,0.0006684556,0.00005340782,0.00001648731,0.00002736009,0.002641563,0.000009896408,0.0002129403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441514,"threshold_uncertainty_score":0.004181147,"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."}}