{"id":"W2105407688","doi":"10.3816/clm.2005.n.034","title":"Evolving Role of Stem Cell Transplantation in Multiple Myeloma","year":2005,"lang":"en","type":"review","venue":"Clinical Lymphoma & Myeloma","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Autologous stem-cell transplantation; Thalidomide; Melphalan; Multiple myeloma; Oncology; Transplantation; Internal medicine; Lenalidomide; Bortezomib; Prednisone; Hematopoietic stem cell 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":[0.001454254,0.0008425596,0.002449931,0.003102669,0.0003419624,0.001469007,0.001069815,0.001574496,0.003372366],"category_scores_gemma":[0.001707114,0.0003433748,0.0007474886,0.003772699,0.000703396,0.001882468,0.0007136661,0.002188452,0.001545001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009353572,"about_ca_system_score_gemma":0.001636901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684739,"about_ca_topic_score_gemma":0.004034698,"domain_scores_codex":[0.9996787,0.00006887544,0.00006280379,0.00005396699,0.0001137762,0.00002182644],"domain_scores_gemma":[0.9988368,0.0007279794,0.0001356876,0.00002103434,0.0002213125,0.00005711469],"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":[0.000125893,0.00006543433,0.0002243244,0.01871371,0.0001720352,0.0002744619,0.0000396588,0.0003302064,0.0007045462,0.002585111,0.03201762,0.944747],"study_design_scores_gemma":[0.00008127602,0.0001386399,0.001148835,0.006970262,0.0004369354,0.001968057,0.0000738134,0.0001295122,0.0002793382,0.001825322,0.9869239,0.00002412849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003330947,0.9992914,0.00004773655,0.0001759433,0.0001399609,0.00000157882,0.000005028675,0.000002150033,0.0003028349],"genre_scores_gemma":[0.000306964,0.9988243,0.0001445937,0.000270456,0.000229844,0.000002782076,0.00001246916,6.34525e-7,0.0002079708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003372366,"threshold_uncertainty_score":0.01128173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757526195142284,"score_gpt":0.394048972723216,"score_spread":0.3064737107717931,"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."}}