{"id":"W3037937011","doi":"10.1016/s2352-3026(20)30179-4","title":"Hyper-CVAD: a regimen for all seasons","year":2020,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oncology; Transplantation; Regimen; Hematopoietic stem cell transplantation; Acute lymphocytic leukemia; Chemotherapy regimen; Internal medicine; Leukemia; Chemotherapy; Pediatrics; Immunology; Lymphoblastic Leukemia","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":[0.00008952878,0.0003444465,0.001866227,0.00004457551,0.00008766013,0.00002144427,0.0003273024,0.0004858569,0.0001126191],"category_scores_gemma":[0.0001272469,0.000201072,0.0003104118,0.00007241094,0.0001456988,0.00001574236,0.00009490977,0.0006183884,0.0004406859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301532,"about_ca_system_score_gemma":0.0002431399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003058168,"about_ca_topic_score_gemma":0.000008595966,"domain_scores_codex":[0.9983771,0.0001123865,0.000226378,0.0004728269,0.0001918475,0.0006194285],"domain_scores_gemma":[0.9981928,0.0006343672,0.000175194,0.0008542871,0.00005888119,0.00008441481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001599098,0.00005257446,0.001038911,0.0005771039,0.0005980959,0.003956394,0.0001940499,9.861098e-8,0.000005588563,0.001150615,0.991778,0.0004886839],"study_design_scores_gemma":[0.003037658,0.0002823935,0.0001972602,0.0001248758,0.001234021,0.003160648,0.00001452906,0.00002300923,0.0001205043,0.001366982,0.9902489,0.000189193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001404325,0.001684631,0.00002603298,0.9896612,0.0004003387,0.00136287,0.0001855363,0.0001582826,0.005116798],"genre_scores_gemma":[0.004271767,0.0002823141,0.0009590744,0.9835563,0.005831737,0.000950382,0.0009144633,0.00007719905,0.003156755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006104877,"threshold_uncertainty_score":0.819948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289611587682732,"score_gpt":0.3215748360427885,"score_spread":0.2486787201659612,"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."}}