{"id":"W2784752532","doi":"10.1182/blood.v130.suppl_1.824.824","title":"Baseline PET-Derived Metabolic Tumor Volume Metrics Predict Progression-Free and Overall Survival in DLBCL after First-Line Treatment: Results from the Phase 3 GOYA Study","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; International Prognostic Index; Standardized uptake value; Positron emission tomography; Internal medicine; Progression-free survival; Nuclear medicine; Aggressive lymphoma; Oncology; Rituximab; Vincristine; Lymphoma; Cyclophosphamide; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007237279,0.0002357831,0.0004638988,0.00007797158,0.0002454849,0.00009436806,0.0003713371,0.00004642425,0.00006055669],"category_scores_gemma":[0.002317538,0.0001396233,0.00007572985,0.0001380806,0.0001692371,0.00008990223,0.0002723908,0.0002402402,0.000007081444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002097474,"about_ca_system_score_gemma":0.00006836259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275544,"about_ca_topic_score_gemma":0.0004464813,"domain_scores_codex":[0.9982673,0.0001060992,0.0004623852,0.0004910997,0.0004015359,0.0002715737],"domain_scores_gemma":[0.9974836,0.0003221645,0.000212585,0.001670425,0.00008021767,0.0002310029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002132225,0.03680291,0.9256571,0.00004287916,0.0004722985,0.001605954,0.001311705,4.147292e-7,0.0009986719,0.00003676869,0.00533658,0.02560248],"study_design_scores_gemma":[0.0920651,0.001988377,0.86296,0.0003050602,0.001776168,0.00005528585,0.0001340933,0.005716625,0.001859238,0.000302064,0.03249583,0.0003421793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984443,0.0009008198,0.0001665488,0.01168683,0.00006079522,0.001753849,0.0007348864,0.000115877,0.0001373698],"genre_scores_gemma":[0.9928045,0.0005159037,0.005061482,0.0002524703,0.0004188216,0.0005315106,0.0001522922,0.00003002356,0.000233025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08993287,"threshold_uncertainty_score":0.5693673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331389359316309,"score_gpt":0.3349638890363999,"score_spread":0.3016499954432368,"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."}}