{"id":"W4212859128","doi":"10.1002/ajh.26500","title":"Risk stratification for relapsed/refractory classical Hodgkin lymphoma integrating pretransplant Deauville score and residual metabolic tumor volume","year":2022,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"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":"Princess Margaret Cancer Foundation; Genome Canada","keywords":"Medicine; Internal medicine; Hazard ratio; Refractory (planetary science); Oncology; Gastroenterology; Transplantation; Lymphoma; Classical Hodgkin lymphoma; Salvage therapy; Confidence interval; Chemotherapy; Hodgkin lymphoma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004076827,0.0002400793,0.0002091009,0.0004290148,0.0001142454,0.0003227004,0.0001736112,0.0002263554,0.001083731],"category_scores_gemma":[0.0009655627,0.00008180746,0.0002571263,0.0002673367,0.0001855669,0.0002170068,0.0003032809,0.0002767219,0.0001284213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785767,"about_ca_system_score_gemma":0.0001431901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448163,"about_ca_topic_score_gemma":0.0007669741,"domain_scores_codex":[0.9998478,0.00005505477,0.00001314131,0.0000241057,0.00003013851,0.00002972189],"domain_scores_gemma":[0.9994566,0.0001860366,0.0001692573,0.00002544122,0.00003612077,0.0001265153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003595688,0.000016113,0.9960891,0.000004256166,0.00002356389,0.00009107213,0.00001453074,0.0001966353,0.0005456759,0.00001984157,0.00005152553,0.002588204],"study_design_scores_gemma":[0.00002091187,0.0003142096,0.9955492,0.000005094165,0.00005494851,0.0007695886,0.00005182247,0.002501557,0.0004380629,0.000106033,0.000183411,0.000005271328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995839,0.0001466166,0.00008630578,0.00001485408,0.000001887682,0.000002128179,0.00003078137,0.000002756969,0.0001306632],"genre_scores_gemma":[0.9998333,0.0000195145,0.00003959018,0.000004171808,0.000004399937,0.000001436872,0.00006182057,5.624555e-7,0.00003509145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001083731,"threshold_uncertainty_score":0.003625453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153382765635924,"score_gpt":0.2596016456974174,"score_spread":0.2480678180410582,"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."}}