{"id":"W3216633465","doi":"10.1182/blood-2021-151862","title":"Supermobilizers with High CD34 + Cell Collection for Autologous Transplant and Impact on Survival Outcomes in Multiple Myeloma","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Bortezomib; CD34; Autologous stem-cell transplantation; Lenalidomide; Cyclophosphamide; Transplantation; Internal medicine; Vincristine; Leukapheresis; Oncology; Urology; Stem cell; Dexamethasone; Surgery; Chemotherapy; Biology","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":[0.0006229786,0.0001828201,0.0002442896,0.0005395761,0.0003080392,0.0005464374,0.0002025266,0.0002440193,0.001542522],"category_scores_gemma":[0.00152409,0.0001248194,0.0001968474,0.000600175,0.0002531426,0.0003225257,0.000417877,0.0004185594,0.0001757308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026743,"about_ca_system_score_gemma":0.0002345407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003418943,"about_ca_topic_score_gemma":0.0005115409,"domain_scores_codex":[0.9997434,0.00007232705,0.00003664602,0.00004602914,0.00006048369,0.00004112347],"domain_scores_gemma":[0.9983221,0.000371332,0.0008900958,0.00005292777,0.00009390287,0.000269696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007253605,0.00005269791,0.993521,0.00001301762,0.00002943569,0.0003219379,0.00004204742,0.00008468238,0.001623348,0.00001319128,0.00008628615,0.003486993],"study_design_scores_gemma":[0.00001362953,0.0005289558,0.9954255,0.000009056705,0.00004692877,0.002179548,0.00009324244,0.0003127667,0.001093616,0.00003812394,0.0002549934,0.000003667674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996258,0.0001474181,0.00005052785,0.00001891142,0.000001937776,0.00000382468,0.00003663129,0.000002193679,0.0001128251],"genre_scores_gemma":[0.9997849,0.00004675041,0.00004725081,0.00001186654,0.000006712553,0.000003630463,0.0000639273,0.000001118724,0.00003383781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542522,"threshold_uncertainty_score":0.005160213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209342225147322,"score_gpt":0.2829169357886185,"score_spread":0.2619827132738863,"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."}}