{"id":"W4413791289","doi":"10.1016/s2152-2650(25)02310-9","title":"ABCL-818: Utility of Khorana, ThroLy, and “Roma” Scores in Predicting VTE in DLBCL and Follicular Lymphoma","year":2025,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Follicular lymphoma; Internal medicine; Oncology; Lymphoma","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":[0.001159453,0.0005504552,0.000464901,0.001228451,0.0003262846,0.00125399,0.0006178209,0.0007403388,0.002544038],"category_scores_gemma":[0.002961942,0.0001585474,0.0005674347,0.0006674798,0.0003443729,0.0008859167,0.0007261384,0.0008161631,0.0008342866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041465,"about_ca_system_score_gemma":0.0003841925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992908,"about_ca_topic_score_gemma":0.002958187,"domain_scores_codex":[0.9994521,0.0001656864,0.00008807255,0.00007782685,0.0001191267,0.00009727734],"domain_scores_gemma":[0.9988322,0.000306142,0.0003663054,0.0000435349,0.0002099805,0.0002419052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001160329,0.00006094452,0.9878095,0.00002734827,0.0001503216,0.00006577656,0.00003064582,0.0002149933,0.0003142609,0.00006668629,0.0007026616,0.009396583],"study_design_scores_gemma":[0.0002118316,0.0006970147,0.9861193,0.00005714441,0.0003661004,0.0009650462,0.0003796308,0.007307944,0.000803754,0.0004182567,0.00264114,0.00003293278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935684,0.001282112,0.0003040518,0.000472684,0.0000580292,0.00003589534,0.00069717,0.00002764465,0.00355396],"genre_scores_gemma":[0.9980214,0.0001869604,0.0003559639,0.00006432264,0.00005482407,0.00001883065,0.0006864083,0.000003411216,0.0006079269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002544038,"threshold_uncertainty_score":0.008510709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168688186403393,"score_gpt":0.3286328388341788,"score_spread":0.3069459569701449,"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."}}