{"id":"W1998463059","doi":"10.1053/j.seminoncol.2013.07.006","title":"Initial Treatment of Transplant Candidates With Multiple Myeloma","year":2013,"lang":"en","type":"review","venue":"Seminars in Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Thalidomide; Bortezomib; Autologous stem-cell transplantation; Oncology; Internal medicine; Toxicity; Transplantation; Surgery","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":[0.0003321638,0.0004415765,0.001363515,0.0008761829,0.0002086017,0.0006067808,0.0006319146,0.00067952,0.002779418],"category_scores_gemma":[0.0012013,0.000168529,0.0008545756,0.0005938596,0.0002550178,0.000486618,0.0003692716,0.00150312,0.0006392496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593416,"about_ca_system_score_gemma":0.0006259471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008097949,"about_ca_topic_score_gemma":0.002662604,"domain_scores_codex":[0.9998516,0.00004391199,0.0000258449,0.00002772145,0.00003322804,0.00001762447],"domain_scores_gemma":[0.999688,0.0001869279,0.00006370628,0.000006056307,0.00002954623,0.00002569348],"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":[0.0003969745,0.0001120251,0.001256391,0.01832732,0.0002960221,0.0008346132,0.00005269899,0.0002534052,0.00100573,0.0005385406,0.02019385,0.9567325],"study_design_scores_gemma":[0.0009065067,0.00149936,0.02621492,0.05029345,0.003823596,0.02788331,0.0004190285,0.0005286187,0.002598718,0.003286381,0.8824104,0.0001358284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004205334,0.998613,0.0001026558,0.000195822,0.0001224824,0.000004155343,0.00001281201,0.000004553947,0.000523997],"genre_scores_gemma":[0.0080346,0.9898669,0.0003835254,0.0008172793,0.0004306683,0.0000103076,0.00008425151,0.000002893544,0.0003696471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002779418,"threshold_uncertainty_score":0.009298086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06313384381745932,"score_gpt":0.4042561492588551,"score_spread":0.3411223054413958,"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."}}