{"id":"W2524550612","doi":"10.1182/blood.v126.23.2086.2086","title":"Assessment of Multiple Myeloma Patient Preferences on Treatment Choices: An International Discrete Choice Study","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Adverse effect; Neutropenia; Internal medicine; Bortezomib; Thalidomide; Oncology; Surgery; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01560835,0.0007148604,0.0009523291,0.0008714649,0.0009698296,0.001949266,0.0007746171,0.001180862,0.01224312],"category_scores_gemma":[0.0282539,0.0004693895,0.002086291,0.001121994,0.001297929,0.002043328,0.001328653,0.002344109,0.001124158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268207,"about_ca_system_score_gemma":0.001019978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223134,"about_ca_topic_score_gemma":0.0007493975,"domain_scores_codex":[0.993717,0.004373542,0.0005660999,0.0003922787,0.000544428,0.0004066681],"domain_scores_gemma":[0.9615505,0.02354097,0.008724951,0.001853219,0.001072967,0.003257358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07528298,0.05749184,0.7808937,0.0007551528,0.00250857,0.0002754227,0.011201,0.005486918,0.0008751049,0.003923502,0.004499798,0.0568061],"study_design_scores_gemma":[0.0179373,0.08528376,0.8126801,0.0007160665,0.001116262,0.0008045509,0.01320449,0.04783006,0.001643067,0.00756744,0.01062803,0.000588736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969426,0.0001012907,0.0004678523,0.000193088,0.00001610411,0.0004094224,0.0003492692,0.000005317469,0.001514933],"genre_scores_gemma":[0.9967314,0.00009132295,0.001081376,0.0002490834,0.00002060079,0.001014588,0.0003592185,0.000004842889,0.0004476317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560835,"threshold_uncertainty_score":0.08254576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08459238000182355,"score_gpt":0.3872454119856169,"score_spread":0.3026530319837933,"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."}}