{"id":"W3217295000","doi":"10.1182/blood-2021-148191","title":"Lenalidomide Dosing and Outcomes in Transplant-Ineligible Patients with Newly-Diagnosed Multiple Myeloma: A Multi-Institutional Report from the Canadian Myeloma Research Group (CMRG) Database","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; BC Cancer Agency; Queen Elizabeth II Health Sciences Centre; Dalhousie University; McGill University Health Centre; Princess Margaret Cancer Centre; University of Calgary; CancerCare Manitoba; Ottawa Hospital; Hôpital Maisonneuve-Rosemont; Western University; University of Alberta; Université de Montréal; London Health Sciences Centre; McMaster University","funders":"","keywords":"Lenalidomide; Tolerability; Medicine; Multiple myeloma; Dosing; Ixazomib; Internal medicine; Hazard ratio; Oncology; Surgery; Adverse effect; Carfilzomib; Confidence interval","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":[0.001313884,0.0002861262,0.0007007432,0.002825283,0.001007704,0.001404674,0.001297394,0.0003978702,0.001203458],"category_scores_gemma":[0.003945257,0.0002523087,0.0006849738,0.009427259,0.0003469679,0.0004685516,0.0006390507,0.0006362109,0.00023036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007693885,"about_ca_system_score_gemma":0.007721076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6289152,"about_ca_topic_score_gemma":0.6754353,"domain_scores_codex":[0.9979016,0.0001584073,0.0003187424,0.0003433096,0.0009842144,0.0002937513],"domain_scores_gemma":[0.9931769,0.000481941,0.003739536,0.0003763494,0.001441431,0.0007837393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942211,0.00002999302,0.9949707,0.00006932395,0.0001459338,0.00005816761,0.00006634611,0.00007099783,0.00006622107,0.00003081137,0.001880139,0.002317262],"study_design_scores_gemma":[0.00003874158,0.00003803438,0.9980203,0.00003669984,0.00007707315,0.0001214852,0.0001307815,0.0001494951,0.00005911821,0.00001364023,0.001302062,0.0000127063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134161,0.002616906,0.0001452414,0.0003960379,0.00001361548,0.00020946,0.08060914,0.00003238722,0.00256118],"genre_scores_gemma":[0.9562848,0.001336777,0.0002964496,0.0002766381,0.00003026633,0.0001175597,0.04134624,0.000008129667,0.0003031459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710848,"threshold_uncertainty_score":0.7465404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791665323441076,"score_gpt":0.3154528913658798,"score_spread":0.2675362381314691,"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."}}