{"id":"W2608522660","doi":"10.1182/blood.v128.22.4528.4528","title":"Development of Second Primary Malignancies in Multiple Myeloma Patients Treated with Lenalidomide: An Alberta Perspective","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Lenalidomide; Multiple myeloma; Medicine; Internal medicine; Oncology; Thalidomide; Cancer; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004430313,0.0001397677,0.0001925217,0.001550984,0.0008044358,0.001088394,0.0006174325,0.0002764292,0.00262024],"category_scores_gemma":[0.001197982,0.0001548868,0.0002701073,0.002313194,0.0002919334,0.0002769151,0.0005341651,0.0006140012,0.0001419527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008450492,"about_ca_system_score_gemma":0.0114753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7978885,"about_ca_topic_score_gemma":0.8956429,"domain_scores_codex":[0.9995058,0.00005368633,0.0000287234,0.00005269657,0.000222491,0.0001367309],"domain_scores_gemma":[0.9986083,0.0001452373,0.0004457841,0.0000184921,0.0004642075,0.0003180563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334611,0.00005918505,0.9687665,0.0001304217,0.00007664997,0.0007808834,0.0003263171,0.0001806622,0.0003349103,0.0002486087,0.003221356,0.02574102],"study_design_scores_gemma":[0.00001615139,0.00005603758,0.9919945,0.0001380422,0.00008562387,0.0009797554,0.001247363,0.0002446431,0.0001071271,0.00007814163,0.005042377,0.00001019318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453368,0.02044703,0.0003367599,0.006887546,0.0000919908,0.00007748263,0.004532677,0.00004018792,0.02224948],"genre_scores_gemma":[0.9843295,0.01112096,0.0004006689,0.001305836,0.0001272061,0.00001304683,0.001224973,0.000005902152,0.00147189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021115,"threshold_uncertainty_score":0.4066036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937474788002886,"score_gpt":0.2532059949176327,"score_spread":0.2338312470376038,"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."}}