{"id":"W1991354959","doi":"10.1016/j.bbmt.2011.10.044","title":"Second Autologous Stem Cell Transplantation as Salvage Therapy for Multiple Myeloma: Impact on Progression-Free and Overall Survival","year":2011,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Salvage therapy; Melphalan; Multiple myeloma; Autologous stem-cell transplantation; Regimen; Surgery; Progression-free survival; Oncology; Internal medicine; Transplantation; Overall survival; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008617276,0.0002409848,0.000511926,0.0004528767,0.0001541175,0.0005727269,0.000182863,0.0002843577,0.0009701789],"category_scores_gemma":[0.001420516,0.00005891471,0.000448505,0.0002490187,0.0002356651,0.0003531136,0.0001843277,0.0004433602,0.0001809713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903437,"about_ca_system_score_gemma":0.0002517044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944935,"about_ca_topic_score_gemma":0.0004242023,"domain_scores_codex":[0.999696,0.00008766654,0.00002453901,0.0000422652,0.00009990783,0.00004967445],"domain_scores_gemma":[0.9989702,0.0003803329,0.0002742535,0.00005692654,0.00005854244,0.0002596979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01103205,0.0006291522,0.6058239,0.0002334295,0.0005164164,0.002996429,0.0001794926,0.002682567,0.00853006,0.0002673869,0.001513464,0.3655957],"study_design_scores_gemma":[0.0006075414,0.01666416,0.9365599,0.0001905171,0.0009883476,0.02236456,0.0001948174,0.007049821,0.009614286,0.000618634,0.005115201,0.00003217717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858509,0.01213779,0.0005154414,0.0002266102,0.00004814634,0.00001399767,0.00007605665,0.00002862776,0.001102437],"genre_scores_gemma":[0.9982652,0.00109378,0.0001559581,0.00008920144,0.00006301421,0.000008141539,0.0001411465,0.000005332584,0.0001781255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009701789,"threshold_uncertainty_score":0.004557312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878744057369,"score_gpt":0.3012287883475098,"score_spread":0.2724413477738198,"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."}}