{"id":"W2216303864","doi":"10.1038/leu.2015.356","title":"Management of relapsed multiple myeloma: recommendations of the International Myeloma Working Group","year":2015,"lang":"en","type":"review","venue":"Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Multiple myeloma; Clinical trial; Transplantation; Disease; Oncology; Internal medicine; Intensive care medicine; Autologous stem-cell transplantation","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":[0.003394857,0.00123288,0.003145616,0.004582987,0.000594661,0.001999344,0.00247482,0.002481608,0.003767504],"category_scores_gemma":[0.00461489,0.0004436329,0.003023745,0.003183714,0.000600756,0.001992559,0.001440085,0.00364336,0.001411468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307396,"about_ca_system_score_gemma":0.007231781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007778189,"about_ca_topic_score_gemma":0.0129606,"domain_scores_codex":[0.9988563,0.0002669035,0.0003883269,0.0001068343,0.0003048012,0.00007680079],"domain_scores_gemma":[0.9978924,0.0007056018,0.0004903817,0.00003357382,0.0007438169,0.000134234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002984034,0.0001372876,0.0009181617,0.05156534,0.0006866143,0.0002310162,0.0001050409,0.0006175853,0.000575276,0.002809209,0.1443178,0.7977384],"study_design_scores_gemma":[0.0003296911,0.0001806534,0.003708598,0.09143823,0.00249197,0.001046977,0.0002166248,0.0003109183,0.0003875555,0.003316436,0.8965044,0.00006798729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009923567,0.9923664,0.0002870173,0.005348589,0.0008253574,0.00005438687,0.0001686334,0.0000187194,0.000831623],"genre_scores_gemma":[0.0007967582,0.99359,0.001346217,0.003071087,0.0004666491,0.0000742808,0.0002433876,0.000003796952,0.0004079059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007778189,"threshold_uncertainty_score":0.01795393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08944497331140153,"score_gpt":0.362895462239456,"score_spread":0.2734504889280545,"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."}}