{"id":"W3214512886","doi":"10.1182/blood-2021-153876","title":"Outcomes of Maintenance Treatment Post Autologous Stem Cell Transplantation in Newly Diagnosed Multiple Myeloma Patients: A Canadian 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":"Western University; London Health Sciences Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Multiple myeloma; Lenalidomide; Internal medicine; Autologous stem-cell transplantation; Cohort; Maintenance therapy; Oncology; Transplantation; Proportional hazards model; Single Center; Retrospective cohort study; Univariate analysis; Surgery; Multivariate analysis; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005543884,0.000275287,0.000401913,0.0005752605,0.001841294,0.0009338591,0.0007502893,0.0003446805,0.001181622],"category_scores_gemma":[0.001645206,0.0001803987,0.0003491211,0.001959273,0.0004906129,0.00023123,0.0006185619,0.0004387324,0.0001394054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01577672,"about_ca_system_score_gemma":0.01622782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8603726,"about_ca_topic_score_gemma":0.9110771,"domain_scores_codex":[0.9994097,0.00004757194,0.00003005686,0.0001086952,0.0002122368,0.0001918675],"domain_scores_gemma":[0.9983919,0.0001262709,0.0004406497,0.00005410615,0.0004424271,0.0005447295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002696228,0.0001184444,0.9866058,0.00004569967,0.00004260369,0.0006796625,0.0008499635,0.0001404653,0.0004409864,0.00006354478,0.0008038361,0.00993929],"study_design_scores_gemma":[0.00003639259,0.0002943094,0.9959754,0.00003372284,0.00004347477,0.0009454453,0.0008378007,0.000252983,0.0001871549,0.00002175201,0.001353297,0.00001833222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997803,0.0005084591,0.00005263164,0.0001294749,0.00000606286,0.00003831966,0.0005794468,0.000005073668,0.0008775044],"genre_scores_gemma":[0.9983605,0.0005195838,0.0001156016,0.00007774325,0.000008111964,0.00001214,0.0006116173,0.000003385436,0.0002915065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396274,"threshold_uncertainty_score":0.2808993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771829806521796,"score_gpt":0.2543355410046051,"score_spread":0.2366172429393872,"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."}}