{"id":"W3080219429","doi":"10.1007/s00432-020-03365-w","title":"Greater treatment satisfaction in patients receiving daratumumab subcutaneous vs. intravenous for relapsed or refractory multiple myeloma: COLUMBA clinical trial results","year":2020,"lang":"en","type":"article","venue":"Journal of Cancer Research and Clinical Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; Institute of Cancer Research; University of Calgary","funders":"Janssen Research and Development","keywords":"Daratumumab; Medicine; Internal medicine; Refractory (planetary science); Multiple myeloma; Lenalidomide","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003709886,0.0002346587,0.001590189,0.0002498999,0.0001836313,0.00004925949,0.000173509,0.0005457408,0.00008479677],"category_scores_gemma":[0.01485141,0.0001557913,0.0003693517,0.0003183136,0.0004530782,0.0001507224,0.00008887481,0.001683156,0.00001151981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318986,"about_ca_system_score_gemma":0.002770058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005760363,"about_ca_topic_score_gemma":0.00522325,"domain_scores_codex":[0.9935681,0.001476709,0.002737329,0.0006058724,0.0008543535,0.0007576704],"domain_scores_gemma":[0.9892489,0.007378798,0.0007677767,0.0002566488,0.001066697,0.001281127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4650778,0.002412191,0.230002,0.00003419716,0.0003986553,0.001029233,0.0001416076,9.161955e-7,0.00001772867,7.260087e-7,0.001812723,0.2990722],"study_design_scores_gemma":[0.2598478,0.2619033,0.4596605,0.0001248001,0.0001186793,0.00004669827,0.00009399589,0.0001585487,0.00003745711,0.00002069902,0.01789016,0.00009734442],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887778,0.0002885892,0.000009620464,0.007335834,0.0007836338,0.002538933,0.00007884185,0.00001241255,0.0001743146],"genre_scores_gemma":[0.9881701,0.008314627,0.0008448663,0.0003114823,0.001835632,0.0001186676,0.00002983092,0.00003667335,0.0003380481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2989749,"threshold_uncertainty_score":0.9934469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644732653653533,"score_gpt":0.5179843896295361,"score_spread":0.2535111242641828,"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."}}