{"id":"W4411346424","doi":"10.1002/hon.70094_296","title":"296 | LIMITED STAGE DIFFUSE LARGE B CELL LYMPHOMA IN THE MODERN ERA: REAL‐WORLD OUTCOMES IN AN INTERNATIONAL STUDY OF OVER ONE THOUSAND PATIENTS","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":"University of Calgary; University of British Columbia; Alberta Health Services","funders":"TG Therapeutics; AstraZeneca; Bristol-Myers Squibb","keywords":"Stage (stratigraphy); Diffuse large B-cell lymphoma; Medicine; Lymphoma; Internal medicine; Oncology; Geology","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":[0.0007040983,0.0002452762,0.0002758201,0.000704469,0.0004386904,0.001073276,0.0003755594,0.0004128637,0.001485975],"category_scores_gemma":[0.001472842,0.0003025699,0.0003489845,0.001386099,0.0004080081,0.001127515,0.001011405,0.0004941184,0.0004093184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275334,"about_ca_system_score_gemma":0.0002354209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225414,"about_ca_topic_score_gemma":0.001910015,"domain_scores_codex":[0.9995081,0.0001313243,0.00006683988,0.0001588603,0.00007269633,0.00006211777],"domain_scores_gemma":[0.998835,0.0001438742,0.0006263838,0.0001054761,0.00007215624,0.0002170282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001382288,0.00003474295,0.9983566,0.00000999399,0.00003220542,0.0001129606,0.0001188023,0.000031322,0.00009459228,0.00001773643,0.0001733045,0.0008794779],"study_design_scores_gemma":[0.00003386552,0.0002117984,0.9971418,0.0000125309,0.00003131069,0.001060472,0.0005127972,0.0002345124,0.00006485616,0.00003410325,0.0006532398,0.000008762891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989875,0.0001480453,0.00006255773,0.00004191157,0.000004256084,0.000009136339,0.0005395162,0.000002521473,0.0002044504],"genre_scores_gemma":[0.9986506,0.0001118859,0.00004789466,0.00003526873,0.00001580803,0.00001403916,0.001019919,0.000002018875,0.0001025264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00225414,"threshold_uncertainty_score":0.004971087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325769351432889,"score_gpt":0.3525467663493674,"score_spread":0.3192890728350385,"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."}}