{"id":"W3203613081","doi":"10.1038/s41409-021-01455-y","title":"Maintenance therapy after second autologous hematopoietic cell transplantation for multiple myeloma. A CIBMTR analysis","year":2021,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Maintenance therapy; Multiple myeloma; Pomalidomide; Internal medicine; Lenalidomide; Bortezomib; Univariate analysis; Transplantation; Salvage therapy; Surgery; Hematopoietic cell; Oncology; Hematopoietic stem cell transplantation; Multivariate analysis; Chemotherapy; Stem cell; Haematopoiesis","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":[0.001683489,0.0002799629,0.0007168319,0.001075867,0.0003418975,0.0008689455,0.0008567411,0.0004333813,0.004849232],"category_scores_gemma":[0.001753617,0.00007537605,0.0008526589,0.001147999,0.0002357878,0.0003193908,0.0002215705,0.0008096525,0.0005285809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211417,"about_ca_system_score_gemma":0.001911283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262094,"about_ca_topic_score_gemma":0.003907283,"domain_scores_codex":[0.9991482,0.0001581211,0.00005930662,0.00009515934,0.0003619867,0.0001771246],"domain_scores_gemma":[0.9985932,0.0004531319,0.0002921862,0.0001932282,0.0002564028,0.000211876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05691788,0.002568488,0.231444,0.0009594531,0.002056492,0.0018109,0.0002487794,0.001012312,0.02526877,0.001910301,0.008640029,0.6671626],"study_design_scores_gemma":[0.002649947,0.0236609,0.9110332,0.0003631816,0.004610129,0.005650514,0.0002766903,0.001498904,0.01043667,0.0008624151,0.03892197,0.00003540075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351302,0.03544784,0.001903653,0.00163957,0.0002728844,0.0005489082,0.003637069,0.0001133607,0.02130658],"genre_scores_gemma":[0.9867225,0.004538639,0.0007171353,0.0009861893,0.0001858891,0.00009939956,0.003638575,0.00002150511,0.003090288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004849232,"threshold_uncertainty_score":0.0162223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566394206111702,"score_gpt":0.2704659876102498,"score_spread":0.2548020455491328,"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."}}