{"id":"W2582787413","doi":"10.1182/blood.v114.22.4892.4892","title":"Relationship of Treatment Effects On Hemoglobin and M-Protein Levels in Relapsed or Refractory Multiple Myeloma: Final Analysis of a Retrospective Chart Review Study.","year":2009,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Thalidomide; Multiple myeloma; Serum protein electrophoresis; Bortezomib; Gastroenterology; Refractory (planetary science); Lenalidomide; Univariate analysis; Oncology; Surgery; Immunology; Antibody; Monoclonal; Multivariate analysis; Monoclonal antibody","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":[0.001497076,0.0002447848,0.0003757234,0.002512623,0.0004933256,0.0007583166,0.0003890177,0.0003213364,0.001351121],"category_scores_gemma":[0.004169921,0.000371735,0.0004452694,0.00278685,0.000316392,0.0004381034,0.0004831108,0.0003168792,0.0003078886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142195,"about_ca_system_score_gemma":0.0008411947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290206,"about_ca_topic_score_gemma":0.01393653,"domain_scores_codex":[0.9984757,0.000458285,0.0002552351,0.0002858854,0.0003508301,0.0001741603],"domain_scores_gemma":[0.9913852,0.002086975,0.004479044,0.0003877947,0.001150846,0.0005101787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148907,0.00004228075,0.9978032,0.0000305074,0.00003048207,0.0002924651,0.0001872334,0.00001819628,0.0001540754,0.000008024176,0.000128526,0.001190197],"study_design_scores_gemma":[0.000007869474,0.0001932909,0.9985651,0.00001172621,0.00002399369,0.0004364274,0.0003155001,0.00008397493,0.0001094489,0.000002927713,0.0002451402,0.000004712343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977115,0.000424854,0.00009596909,0.00002186962,0.00000421195,0.0000695405,0.001376811,0.000005964152,0.0002892775],"genre_scores_gemma":[0.9980166,0.0002341545,0.0001466115,0.00002461215,0.000008156139,0.00005340041,0.001373129,0.00000333388,0.0001399316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290206,"threshold_uncertainty_score":0.0256539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875639646942803,"score_gpt":0.3422473693864022,"score_spread":0.2834909729169741,"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."}}