{"id":"W3216453369","doi":"10.1182/blood-2021-153321","title":"Outcomes of Tandem Hematopoietic Stem Cell Autologous Transplant in High-Risk Myeloma Patients: A Single-Center Experience","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Multiple myeloma; Single Center; Internal medicine; Autologous stem-cell transplantation; Oncology; Hematopoietic stem cell transplantation; Transplantation; Progression-free survival; Stem cell; Melphalan; Surgery; Overall survival","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":[0.0005518182,0.0002924906,0.000389937,0.0003772844,0.0006306595,0.0007082438,0.0002814528,0.0003291229,0.001024144],"category_scores_gemma":[0.0009021324,0.0001470444,0.0004014412,0.0005529072,0.0003103488,0.0003861543,0.0006355316,0.0004205694,0.0003061234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364453,"about_ca_system_score_gemma":0.0004722452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006367894,"about_ca_topic_score_gemma":0.0009125929,"domain_scores_codex":[0.9996955,0.00007768472,0.00003644067,0.00006699526,0.00005956743,0.0000637107],"domain_scores_gemma":[0.999323,0.00008311409,0.0001787578,0.00003373372,0.00004797255,0.0003333755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087408,0.001569824,0.952514,0.00006175716,0.000160567,0.005920125,0.0008103598,0.0007050539,0.002608109,0.00009855487,0.0008308659,0.0336333],"study_design_scores_gemma":[0.000316503,0.01194157,0.9412813,0.00007984421,0.0002334355,0.0369524,0.001556936,0.002426457,0.002748189,0.0002381104,0.002172542,0.00005265807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991026,0.0003739682,0.0001331056,0.00003710882,0.000006571532,0.00001372361,0.00004956615,0.000004688192,0.0002786572],"genre_scores_gemma":[0.9993889,0.0002147245,0.0001297007,0.00003370839,0.00001650399,0.000008250667,0.0001182231,0.000002424175,0.00008749379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001024144,"threshold_uncertainty_score":0.004617751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817043770701201,"score_gpt":0.255536596530858,"score_spread":0.237366158823846,"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."}}