{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001059954,0.0008642909,0.004405905,0.0006943058,0.0000905099,0.00003939067,0.0005378397,0.001180863,0.0002382006],"category_scores_gemma":[0.0002925809,0.000703685,0.001783111,0.0007947959,0.0002982429,0.0001880304,0.0001382683,0.0006938851,0.0005896151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843361,"about_ca_system_score_gemma":0.00145743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128745,"about_ca_topic_score_gemma":0.0001018935,"domain_scores_codex":[0.9926553,0.0008086193,0.003443978,0.001220793,0.0009033394,0.0009679081],"domain_scores_gemma":[0.9941766,0.002834024,0.0009434962,0.001110732,0.0002202874,0.000714822],"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":[0.0004809787,0.001672177,0.01205339,0.01147525,0.0003342676,0.000736656,0.00009192278,4.675402e-7,0.000008177344,0.00001224623,0.0001031892,0.9730313],"study_design_scores_gemma":[0.01574504,0.00136368,0.2236571,0.02759549,0.002422517,0.0006272669,0.0001392823,0.0005737055,0.0001296833,0.00002560561,0.7266606,0.001060041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01795202,0.9753283,0.000009964589,0.00002147982,0.0002304883,0.002511249,0.0002694343,0.0001007622,0.003576285],"genre_scores_gemma":[0.04550906,0.9507443,0.001221507,0.00003999064,0.0005121576,0.0002627823,0.0007195469,0.0001690511,0.0008216212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9719712,"threshold_uncertainty_score":0.9995414,"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."}}