{"id":"W3173193747","doi":"10.1038/s41409-021-01371-1","title":"Outcomes after delayed and second autologous stem cell transplant in patients with relapsed multiple myeloma","year":2021,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Multiple myeloma; Salvage therapy; Internal medicine; Autologous stem-cell transplantation; Transplantation; Surgery; Stem cell; Multivariate analysis; Oncology; Chemotherapy","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":[0.00008082919,0.0002271355,0.0003716279,0.0001543711,0.0000554915,0.00002366847,0.00003223009,0.0001154723,0.0001264622],"category_scores_gemma":[0.000004465833,0.0001772846,0.00005771338,0.0001670638,0.00004668831,0.0001400336,0.000006077657,0.0001875273,0.00001553929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000614961,"about_ca_system_score_gemma":0.00009188191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006749618,"about_ca_topic_score_gemma":0.001911306,"domain_scores_codex":[0.9984877,0.00009840407,0.0003124957,0.0003999032,0.0003525942,0.0003489305],"domain_scores_gemma":[0.9993582,0.0001267775,0.00005103668,0.0001950834,0.0000827867,0.0001860561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008717872,0.0004725504,0.9799233,0.0004580925,0.0001064833,0.003329427,0.001255614,0.000004261987,0.001650122,0.000003609947,0.00000772869,0.004070931],"study_design_scores_gemma":[0.02241524,0.0004105288,0.9697797,0.0001432371,0.0001564683,0.000115383,0.00007392206,0.0001580635,0.006532108,0.000005128708,0.00002841629,0.0001818659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979786,0.0002341473,0.0001544938,0.0001474804,0.00004008642,0.0006664423,0.0003847423,0.0000438644,0.0003501881],"genre_scores_gemma":[0.9969797,0.0001033983,0.0009865966,0.0001186289,0.000007147161,0.00009788903,0.0009953178,0.00003074489,0.0006806038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369736,"threshold_uncertainty_score":0.7229456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008386388017164494,"score_gpt":0.2247969403090483,"score_spread":0.2164105522918838,"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."}}