{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004784361,0.0001381579,0.0003631076,0.0002290712,0.0003872021,0.0004460111,0.0001432802,0.0003605431,0.001640687],"category_scores_gemma":[0.001888058,0.0000510701,0.0003393765,0.0002333571,0.0001182902,0.0003574171,0.0005061489,0.0005872188,0.0003770774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353035,"about_ca_system_score_gemma":0.000486589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510039,"about_ca_topic_score_gemma":0.003893483,"domain_scores_codex":[0.999835,0.000054577,0.00002965291,0.00001447634,0.00003501977,0.00003116401],"domain_scores_gemma":[0.9996902,0.00004884922,0.00009336209,0.0000118077,0.0000535584,0.0001023124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001116041,0.0005352204,0.2547894,0.0008210153,0.0001869432,0.002414591,0.00112959,0.001032294,0.003871063,0.00165547,0.03836691,0.6940815],"study_design_scores_gemma":[0.0005282307,0.006747408,0.6878948,0.004696742,0.000702966,0.01404549,0.002560944,0.003904032,0.004150536,0.01089566,0.2637674,0.0001057442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721999,0.1212393,0.008937855,0.03631681,0.001208871,0.0006280949,0.001504205,0.0002533834,0.05771146],"genre_scores_gemma":[0.9404437,0.03562674,0.007181872,0.00948353,0.0009482657,0.0002543652,0.0009088634,0.00001774955,0.005134954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001640687,"threshold_uncertainty_score":0.005488634,"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."}}