{"id":"W3090860704","doi":"10.1016/j.clml.2020.09.010","title":"Burden of Treatment Among Older Adults With Newly Diagnosed Multiple Myeloma","year":2020,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"National Cancer Institute; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Medicine; Multiple myeloma; Interquartile range; Disease burden; Internal medicine; Comorbidity; Epidemiology; Odds ratio; Malignancy; Logistic regression; Disease; Emergency medicine; Intensive care medicine","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":[0.0002382542,0.000142645,0.0003369231,0.0007026839,0.0003928145,0.0006666181,0.0002032829,0.0003868269,0.002604592],"category_scores_gemma":[0.001866617,0.000147263,0.0005782634,0.001276951,0.0001108367,0.0006216553,0.0007170099,0.0006243935,0.0001650223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007757221,"about_ca_system_score_gemma":0.0006227639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03013138,"about_ca_topic_score_gemma":0.05391945,"domain_scores_codex":[0.9996601,0.00007158979,0.00004866232,0.0000529832,0.00006931194,0.00009734002],"domain_scores_gemma":[0.9989299,0.00009376634,0.0006088521,0.00002665015,0.0001045173,0.0002361752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009634341,0.00004169508,0.9905356,0.00003471251,0.0001067343,0.0000872497,0.0001287636,0.00005822851,0.00008602573,0.00007910835,0.0009644003,0.007781277],"study_design_scores_gemma":[0.000004311133,0.00002374837,0.9988604,0.00002220183,0.00003501744,0.00009742459,0.0003006133,0.00008860059,0.000008035177,0.00003204604,0.0005249411,0.000002597657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871278,0.003661765,0.00008768808,0.002075872,0.00006371812,0.00001420708,0.002905087,0.000007006751,0.004056888],"genre_scores_gemma":[0.9958526,0.001964886,0.00006189725,0.0003439584,0.0001196959,0.000008795489,0.001068094,0.000002039546,0.0005779687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03013138,"threshold_uncertainty_score":0.05991197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434374143750191,"score_gpt":0.3153407440774412,"score_spread":0.2809970026399393,"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."}}