{"id":"W4223929697","doi":"10.1016/j.clml.2022.04.010","title":"Baseline Total Metabolic Tumor Volume is Prognostic for Refractoriness to Immunochemotherapy in DLBCL: Results From GOYA","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Vincristine; Oncology; Rituximab; Prednisone; Lymphoma; Cyclophosphamide; B symptoms; Diffuse large B-cell lymphoma; Gastroenterology; Chemotherapy","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":[0.0009847742,0.0003341744,0.0004662617,0.000483808,0.0002770297,0.0007984088,0.0003562961,0.0003489795,0.0008421253],"category_scores_gemma":[0.001350943,0.0001824332,0.0008229559,0.0007191052,0.0003344667,0.0003173139,0.0006365803,0.0004446183,0.0001990671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202137,"about_ca_system_score_gemma":0.0003138318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004550168,"about_ca_topic_score_gemma":0.006044644,"domain_scores_codex":[0.9996845,0.0001030621,0.00002789339,0.00007839251,0.00006077534,0.00004548929],"domain_scores_gemma":[0.9989107,0.0002463114,0.0003740847,0.0001564846,0.00009877079,0.0002138203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002737372,0.00006004141,0.9936355,0.00001596945,0.0002383841,0.00003112086,0.00005148358,0.000100973,0.0006286743,0.000006805792,0.00007784294,0.002415754],"study_design_scores_gemma":[0.00009720115,0.0004101305,0.9983492,0.000009555178,0.0002223393,0.0001368484,0.0001078335,0.0002284326,0.0001361906,0.00001698695,0.0002812844,0.000004093781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992829,0.0002490223,0.00004193259,0.00002054152,0.000001930639,0.000005994661,0.0002586826,0.000002469235,0.0001364602],"genre_scores_gemma":[0.9991394,0.00007899704,0.00004814788,0.00002211842,0.000005236208,0.000006084567,0.0006206179,0.000003035439,0.00007623671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004550168,"threshold_uncertainty_score":0.009047329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097032527377933,"score_gpt":0.3300286752139746,"score_spread":0.2990583499401952,"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."}}