{"id":"W2126528859","doi":"10.1016/j.blre.2007.07.001","title":"Management of multiple myeloma: The changing landscape","year":2007,"lang":"en","type":"review","venue":"Blood Reviews","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Lenalidomide; Multiple myeloma; Thalidomide; Bortezomib; Disease; Medicine; Autologous stem-cell transplantation; Transplantation; Oncology; Intensive care medicine; Internal medicine","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":[0.002102087,0.001367945,0.003239821,0.003718137,0.0004930919,0.002263109,0.001617287,0.002638549,0.002980996],"category_scores_gemma":[0.003393058,0.0004168337,0.0008621168,0.005173436,0.0008512545,0.002905642,0.001033465,0.00356684,0.001409716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716167,"about_ca_system_score_gemma":0.002770918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682837,"about_ca_topic_score_gemma":0.006497236,"domain_scores_codex":[0.9992443,0.0001844539,0.000126678,0.00009644304,0.0003008631,0.00004733217],"domain_scores_gemma":[0.9975895,0.001267487,0.0003198914,0.00003929809,0.0006194453,0.0001643884],"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":[0.0000958189,0.00005620711,0.0002262081,0.01866387,0.0001389238,0.0002083031,0.00005052895,0.0002803267,0.000393603,0.001702506,0.06597226,0.9122115],"study_design_scores_gemma":[0.00006365112,0.0001006402,0.001286458,0.01489708,0.0003387765,0.001659467,0.0001392252,0.0001430143,0.0001342964,0.001932452,0.9792765,0.00002839006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002604743,0.9987144,0.00004910856,0.0007475307,0.0002682268,0.000002014199,0.000004874626,0.000003763982,0.0001840453],"genre_scores_gemma":[0.0001993081,0.9987105,0.0001344478,0.0004611155,0.0003648081,0.000003073971,0.000008836694,7.682488e-7,0.0001170682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003718137,"threshold_uncertainty_score":0.01245171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111947815668321,"score_gpt":0.3938360744913995,"score_spread":0.2818882588230785,"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."}}