{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881783,0.0008876899,0.001390582,0.0002879861,0.0003637323,0.0009958213,0.0007003362,0.0007895345,0.0009310933],"category_scores_gemma":[0.001304273,0.0003905026,0.001232104,0.0004060076,0.0006301038,0.0005581726,0.0005142669,0.001581599,0.0002869816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186143,"about_ca_system_score_gemma":0.000922207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889798,"about_ca_topic_score_gemma":0.003647043,"domain_scores_codex":[0.9995639,0.0002354538,0.00001732062,0.00007201298,0.00005135376,0.00005998139],"domain_scores_gemma":[0.9990191,0.0001999669,0.0002486967,0.0001260129,0.00007543357,0.0003307907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5045326,0.01542629,0.393647,0.0003886955,0.004097491,0.0002434007,0.0004371492,0.002500456,0.02236764,0.00009074625,0.002524632,0.05374392],"study_design_scores_gemma":[0.1230788,0.1194601,0.7450866,0.00006071465,0.003093791,0.0006022629,0.0002835412,0.002964418,0.002522041,0.0002616122,0.002505464,0.0000807027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983358,0.0005384884,0.0001111585,0.00007947926,0.00001132428,0.0001365965,0.0005735059,0.0000139038,0.0001997642],"genre_scores_gemma":[0.9971285,0.000255258,0.0002311531,0.000147342,0.00003027966,0.0001903041,0.00183,0.000008296476,0.0001787724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001889798,"threshold_uncertainty_score":0.00995189,"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."}}