{"id":"W4392106791","doi":"10.1111/ejh.14180","title":"The <scp>EASEMENT</scp> study: <scp>A</scp> multicentre, observational, cross‐sectional study to evaluate patient preferences, treatment satisfaction, quality of life, and healthcare resource use in patients with multiple myeloma receiving injectable‐containing or fully oral therapies","year":2024,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"Takeda Pharmaceuticals International","keywords":"Medicine; Observational study; Patient satisfaction; Family medicine; Cross-sectional study; Quality of life (healthcare); Internal medicine; Surgery; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215871,0.0003354295,0.0007713455,0.0003836956,0.0003366137,0.0001973191,0.0001615875,0.00003851585,0.00001047102],"category_scores_gemma":[0.004968615,0.000187336,0.00008980225,0.0004218464,0.0001287561,0.0002949956,0.0001308597,0.0003825689,0.000006323821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056423,"about_ca_system_score_gemma":0.0004824465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008791756,"about_ca_topic_score_gemma":0.005688709,"domain_scores_codex":[0.9931371,0.00332438,0.001518441,0.0004735443,0.00105282,0.0004937477],"domain_scores_gemma":[0.9938631,0.003907731,0.0006353133,0.0003245526,0.0008887299,0.0003805609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003207585,0.001975145,0.9689547,0.0001001816,0.001408731,0.0007449372,0.01438619,0.0001581942,0.00001243249,0.000007065498,0.0001232674,0.008921524],"study_design_scores_gemma":[0.01200456,0.01965834,0.9511439,0.0002573536,0.00009856644,0.0001071413,0.01614752,0.0001075952,0.00001377137,0.000005442473,0.0004083389,0.00004748396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963675,0.0009393761,0.00002310303,0.0001267536,0.0001714689,0.002267603,0.00005324476,0.00002610743,0.00002480313],"genre_scores_gemma":[0.9989353,0.0000742999,0.0006289387,0.00007433838,0.00004843969,0.00004939282,0.00002377836,0.00004826522,0.0001172465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01781086,"threshold_uncertainty_score":0.763934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140497434321466,"score_gpt":0.3636238877025933,"score_spread":0.2495741442704467,"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."}}