{"id":"W4324318067","doi":"10.1111/bjh.18734","title":"Baseline metabolic tumour burden improves risk stratification in Hodgkin lymphoma: A Children's Oncology Group study","year":2023,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Toronto","funders":"National Cancer Institute; National Institutes of Health; Children’s Oncology Group","keywords":"Medicine; Risk stratification; Oncology; Internal medicine; Hodgkin lymphoma; Lymphoma; Baseline (sea); Biology","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":[0.001647877,0.0003431902,0.0005037313,0.0004928873,0.0002831803,0.0006261357,0.0003118576,0.00036109,0.0008281604],"category_scores_gemma":[0.002796644,0.0001712014,0.0005681566,0.0007945698,0.0002354198,0.0003975667,0.0003645558,0.0005305823,0.0001357678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006880715,"about_ca_system_score_gemma":0.0005633453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764804,"about_ca_topic_score_gemma":0.009233523,"domain_scores_codex":[0.9993672,0.000304029,0.00005365749,0.00009558552,0.0001050975,0.00007459351],"domain_scores_gemma":[0.9977598,0.000531072,0.0008649054,0.0002125444,0.0002193471,0.0004123174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008272302,0.0000320151,0.9963735,0.00001533173,0.0001314058,0.00003614715,0.00002904128,0.0001182036,0.00009336488,0.00001852998,0.000312603,0.002012536],"study_design_scores_gemma":[0.000108312,0.0003079298,0.9985527,0.0000114845,0.0001430506,0.0001079352,0.00004288532,0.0001563401,0.0001075044,0.00002538094,0.0004312834,0.000005146334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982001,0.0005883415,0.00003861395,0.0001341172,0.000008524017,0.0000162899,0.0006572468,0.000003951392,0.000352876],"genre_scores_gemma":[0.9987435,0.0001914551,0.000121032,0.00004977358,0.00001903352,0.00001631359,0.0007518515,0.000003681409,0.000103415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007764804,"threshold_uncertainty_score":0.01543921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264944859785923,"score_gpt":0.2881515706940413,"score_spread":0.2755021220961821,"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."}}