{"id":"W4200384131","doi":"10.1182/hematology.2021000231","title":"Treatment of older adult or frail patients with multiple myeloma","year":2021,"lang":"en","type":"article","venue":"Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institute on Aging; H. Lundbeck A/S","keywords":"Multiple myeloma; Lenalidomide; Medicine; Carfilzomib; Oncology; Internal medicine; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.00001178788,0.0001675476,0.000524234,0.00007620859,0.00004410517,0.000004122821,0.00003942434,0.00009534832,0.0007770817],"category_scores_gemma":[0.0001873763,0.0000970551,0.00008013232,0.000177862,0.00009596764,0.00003141848,0.00002541626,0.00005371876,0.00008731834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006813483,"about_ca_system_score_gemma":0.0002346046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006951189,"about_ca_topic_score_gemma":0.0002576768,"domain_scores_codex":[0.9988413,0.00005214382,0.000232195,0.0002982885,0.0002457139,0.0003303258],"domain_scores_gemma":[0.9987674,0.0001741642,0.0000699439,0.0003845734,0.0004150092,0.0001889209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001987914,0.002936783,0.9812117,0.0001477488,0.0004262156,0.001892931,0.0002676402,2.379796e-7,0.0001506879,0.0002269265,0.0002296576,0.01052162],"study_design_scores_gemma":[0.02794161,0.002994813,0.9179298,0.0001199827,0.0001295431,0.0006790877,0.0001854979,0.00009897938,0.04804382,0.00001431089,0.001732844,0.0001296916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975263,0.0002687947,0.00006517825,0.0004247941,0.00004790424,0.0005061342,0.00003913704,0.00003203518,0.001089754],"genre_scores_gemma":[0.9945536,0.00006653808,0.003295207,0.00008357313,0.00001991897,0.00009352249,0.0002156372,0.00002336083,0.001648618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06328182,"threshold_uncertainty_score":0.85085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055672209436768,"score_gpt":0.2958154447565726,"score_spread":0.2752587226622049,"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."}}