{"id":"W4293915832","doi":"10.1002/jha2.559","title":"Carfilzomib usage patterns and outcomes in patients with relapsed multiple myeloma: A multi‐institutional report from the Canadian Myeloma Research Group (CMRG) Database","year":2022,"lang":"en","type":"article","venue":"eJHaem","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; Queen Elizabeth II Health Sciences Centre; Dalhousie University; Hôpital Maisonneuve-Rosemont; McGill University; Vancouver General Hospital; Princess Margaret Cancer Centre; University of Calgary; Canadian Apheresis Group; University of Saskatchewan; Université de Montréal; University of Alberta; Saint John Regional Hospital; BC Cancer Agency; CancerCare Manitoba; Saskatchewan Cancer Agency; Ottawa Hospital; Ottawa Regional Cancer Foundation","funders":"Amgen Canada; Amgen","keywords":"Carfilzomib; Multiple myeloma; Medicine; Oncology; Internal medicine; Database; Lenalidomide; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001033188,0.000273458,0.0003984102,0.0003739148,0.001327122,0.00007260857,0.0002864595,0.00007165273,0.0003996188],"category_scores_gemma":[0.0008889617,0.0001733091,0.00006692684,0.0004832892,0.0003056406,0.0001788609,0.000425964,0.001029132,0.00002762504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145855,"about_ca_system_score_gemma":0.0009044919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5354039,"about_ca_topic_score_gemma":0.783915,"domain_scores_codex":[0.9960116,0.0004360685,0.0003833582,0.0007301342,0.001605493,0.000833338],"domain_scores_gemma":[0.9977723,0.0004975153,0.00008156636,0.0008631435,0.0001769568,0.0006084834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008044472,0.000612072,0.9878769,0.00001737861,0.0001818617,0.006457503,0.0007050004,0.000007106439,0.00003930272,0.00003157359,0.0005851942,0.002681649],"study_design_scores_gemma":[0.01262185,0.0003925939,0.981256,0.00006556398,0.00003103647,0.00008118135,0.0005706393,0.0004893298,0.00002460665,0.000009668699,0.004278077,0.0001794429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993365,0.0001299586,0.00001818502,0.001594841,0.000137801,0.001847207,0.002563232,0.00003253277,0.0003111655],"genre_scores_gemma":[0.9931905,0.000007963306,0.0009413877,0.0002678241,0.00006235055,0.0005041836,0.004329445,0.00004010072,0.0006562843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2485111,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249932687867744,"score_gpt":0.3199260177462836,"score_spread":0.2674266908676062,"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."}}