{"id":"W3097041936","doi":"10.1182/blood-2020-133369","title":"Symptom Burden in Transplant Ineligible Patients with Newly Diagnosed Multiple Myeloma: A Population-Based Study of Patient-Reported Outcomes","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Population; Nausea; Depression (economics); Multiple myeloma; Anxiety; Disease; Disease burden; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Psychiatry","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":[0.0008013868,0.0002262223,0.0003792084,0.0008066007,0.0007219418,0.0009223212,0.0005949322,0.0004871575,0.0009358047],"category_scores_gemma":[0.002336641,0.0002579626,0.0005441557,0.001803245,0.000488324,0.000658861,0.000665598,0.0007894668,0.0001607656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163449,"about_ca_system_score_gemma":0.001048767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05695872,"about_ca_topic_score_gemma":0.05968631,"domain_scores_codex":[0.9992524,0.0001718741,0.00008311907,0.0001790595,0.0001519243,0.0001616057],"domain_scores_gemma":[0.9981914,0.0001767173,0.001001838,0.0001022469,0.0001671391,0.0003606334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000353516,0.00003500007,0.9994747,0.000006152955,0.00002499094,0.00002431945,0.00007835619,0.00001212718,0.00002620872,0.000005852781,0.00005683825,0.0002201398],"study_design_scores_gemma":[0.000005732154,0.00006311516,0.9995509,0.000003599558,0.00001234459,0.00005971693,0.0001741838,0.0000344701,0.00000676305,0.000006176571,0.00008049766,0.000002484113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982912,0.0001741698,0.00003593251,0.00006947846,0.00000459219,0.0000236266,0.001129178,0.000001924071,0.0002699347],"genre_scores_gemma":[0.998989,0.00008291043,0.00003636217,0.00004834666,0.000009943973,0.0000207235,0.0007464587,8.346131e-7,0.00006538453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05695872,"threshold_uncertainty_score":0.1132544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746510945567214,"score_gpt":0.2650594370427609,"score_spread":0.2475943275870887,"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."}}