{"id":"W1974411638","doi":"10.1016/j.bbmt.2011.05.009","title":"Genomic Aberrations and Survival of Patients with Light-Chain-Only Multiple Myeloma Undergoing Autologous Stem Cell Transplantation","year":2011,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Leukemia and Lymphoma Society of Canada; Leukemia and Lymphoma Society","keywords":"Medicine; Multiple myeloma; Autologous stem-cell transplantation; Immunoglobulin light chain; Transplantation; Stem cell; Oncology; Cancer research; Internal medicine; Immunology; Genetics; Antibody; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002286041,0.0001789588,0.0003574856,0.0004492201,0.0003394055,0.0004595074,0.0001468883,0.0003364015,0.0008341987],"category_scores_gemma":[0.001185339,0.0001353325,0.0002845142,0.0005092395,0.0002502762,0.0002904274,0.0002940017,0.0004019001,0.0001887462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818827,"about_ca_system_score_gemma":0.0002212064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053732,"about_ca_topic_score_gemma":0.0008904596,"domain_scores_codex":[0.9998442,0.00002230132,0.00001727005,0.000036255,0.00003363079,0.00004634654],"domain_scores_gemma":[0.9993723,0.000119523,0.0002520071,0.00003271025,0.00005148715,0.0001719984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184121,0.0000397008,0.9957604,0.000003746734,0.00002609994,0.0002952665,0.00007143099,0.0001516917,0.001100376,0.00001176366,0.00006183806,0.002159311],"study_design_scores_gemma":[0.00001797381,0.0005139997,0.9962373,0.000004212647,0.00004991569,0.001967288,0.0001237,0.0004203561,0.0003238279,0.00004290266,0.0002925949,0.00000587011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996545,0.0001284893,0.00003512043,0.00001319862,0.000002342024,0.000001489358,0.0000544695,0.000002038503,0.0001082395],"genre_scores_gemma":[0.9997267,0.00004925763,0.00002058693,0.00001357442,0.000005665101,0.00000235004,0.0001256912,9.679411e-7,0.0000552133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053732,"threshold_uncertainty_score":0.002790689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673536284212932,"score_gpt":0.227823921998757,"score_spread":0.2110885591566277,"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."}}