{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007739013,0.0001804012,0.0003245534,0.00178619,0.0007847119,0.0008467766,0.0007157357,0.0003040209,0.0009319573],"category_scores_gemma":[0.003005407,0.0001632135,0.0003293706,0.005793324,0.0002582791,0.00035141,0.0004352372,0.0004491073,0.0001391703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005664273,"about_ca_system_score_gemma":0.004846516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7161679,"about_ca_topic_score_gemma":0.7499916,"domain_scores_codex":[0.9988801,0.0001074429,0.0001228069,0.0001610054,0.0005306557,0.0001981409],"domain_scores_gemma":[0.9962713,0.0002500461,0.001828889,0.0001300017,0.001065925,0.0004539284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003349087,0.000008293572,0.9983683,0.00001177941,0.00002798534,0.00002203337,0.00003923152,0.00002445928,0.00003222045,0.00001061462,0.0005411122,0.0008804147],"study_design_scores_gemma":[0.000004117372,0.000008990465,0.9992334,0.000007924946,0.000017775,0.00006521802,0.000116231,0.0001299443,0.00002858622,0.000005199934,0.00037859,0.000004073892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808089,0.001054112,0.00008490928,0.0002866932,0.000006785539,0.00003243507,0.0165346,0.0000149096,0.00117677],"genre_scores_gemma":[0.9939128,0.0004325478,0.00007804554,0.00007153887,0.000007993699,0.00001430908,0.005378272,0.000002976909,0.0001017077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2838321,"threshold_uncertainty_score":0.5710074,"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."}}