{"id":"W3213442100","doi":"10.1182/blood-2021-148942","title":"Risk Stratification for Relapsed/Refractory Classical Hodgkin Lymphoma Integrating Pretransplant Deauville Score and Residual Metabolic Tumor Volume","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Dalhousie University; University Health Network; University of Toronto; Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; ABVD; Internal medicine; Dacarbazine; Autologous stem-cell transplantation; Oncology; Vinblastine; Standardized uptake value; Salvage therapy; Nuclear medicine; Positron emission tomography; Transplantation; Vincristine; Chemotherapy; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005585459,0.000241193,0.0001959062,0.0007524195,0.0001551317,0.0006228653,0.0002882393,0.0002376115,0.001210553],"category_scores_gemma":[0.0012978,0.0001219689,0.0003555837,0.0005028874,0.0002019767,0.0002620853,0.0003290168,0.0002169578,0.0001554833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133167,"about_ca_system_score_gemma":0.0003874604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004656471,"about_ca_topic_score_gemma":0.007112254,"domain_scores_codex":[0.9997879,0.00006085111,0.00002188564,0.00005170108,0.00004511014,0.00003256616],"domain_scores_gemma":[0.9993122,0.0001451625,0.0002808333,0.00004862437,0.00007622765,0.0001370846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008576509,0.000007199297,0.99812,0.000002811584,0.00002035488,0.00003150857,0.00000805327,0.000148247,0.0001230667,0.00001256872,0.00004293703,0.001397404],"study_design_scores_gemma":[0.0000117453,0.0001160534,0.9962445,0.000005179596,0.00004423574,0.0004150882,0.00005247326,0.002703561,0.0001579081,0.00006371064,0.000181389,0.000004140718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992,0.0001448797,0.0001793117,0.00002417515,0.000002222047,0.000006046012,0.0001829353,0.000007118938,0.0002532257],"genre_scores_gemma":[0.9995777,0.00002772197,0.0001091562,0.000004459076,0.000003759401,0.000003172076,0.0002141074,8.463594e-7,0.00005902572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004656471,"threshold_uncertainty_score":0.009258747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506609532001879,"score_gpt":0.2469918662553617,"score_spread":0.2319257709353429,"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."}}