{"id":"W2558638322","doi":"10.1182/blood.v120.21.1867.1867","title":"Secondary Myelodysplastic Syndrome/Acute Myeloblastic Leukemia During Lenalidomide-Based Regimens in Relapsed and/or Refractory Multiple Myeloma Patients: Single Center Experience","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Internal medicine; Cyclophosphamide; Melphalan; Prednisone; Surgery; Oncology; Gastroenterology; Chemotherapy","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":[0.0003637442,0.0002723472,0.0003863491,0.0006270249,0.0004513763,0.0006243715,0.0002961547,0.0003423984,0.001090624],"category_scores_gemma":[0.0008938629,0.000307475,0.0003396162,0.0007363892,0.0002513753,0.0003218478,0.0004993156,0.0003819295,0.0003465814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251144,"about_ca_system_score_gemma":0.0005110207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967719,"about_ca_topic_score_gemma":0.003620672,"domain_scores_codex":[0.9996274,0.00009591379,0.00005370736,0.00007910907,0.00007274003,0.00007122937],"domain_scores_gemma":[0.9994167,0.00008825761,0.0002294734,0.00003401265,0.00003575788,0.0001958607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003329046,0.0004297001,0.9713929,0.00006453946,0.00006725086,0.01196817,0.0007143245,0.0001109039,0.002022151,0.00005185773,0.0003490942,0.0124961],"study_design_scores_gemma":[0.0001192082,0.001999051,0.9460825,0.00005168277,0.00009833648,0.04618622,0.001274039,0.0005357719,0.001276795,0.00005164178,0.002302398,0.00002228913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990678,0.0003928025,0.00004855772,0.00002677602,0.000004445832,0.000024065,0.00009525217,0.00000423116,0.0003361361],"genre_scores_gemma":[0.9989489,0.0004796005,0.0001081772,0.00005809576,0.00001936026,0.00001149508,0.0002371138,0.00000318115,0.0001339137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967719,"threshold_uncertainty_score":0.003912568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673704979871886,"score_gpt":0.2549642305762587,"score_spread":0.2382271807775398,"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."}}