{"id":"W4213300222","doi":"10.3747/co.21.1855","title":"A Canadian Perspective on the Safe Administration of Bendamustine and the Prevention and Management of Adverse Events","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Juravinski Cancer Centre; Princess Margaret Cancer Centre; McGill University Health Centre; Ottawa Hospital","funders":"U.S. Food and Drug Administration; Lundbeck Canada; National Comprehensive Cancer Network","keywords":"Bendamustine; Medicine; Adverse effect; Intensive care medicine; Nausea; Chronic lymphocytic leukemia; Pharmacology; Internal medicine; Leukemia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.008610983,0.0007220329,0.0007852127,0.002023935,0.006217467,0.004904659,0.002136892,0.007762582,0.01523834],"category_scores_gemma":[0.0173746,0.0003922725,0.001064495,0.002358205,0.004896594,0.002860885,0.002655085,0.01196733,0.001746306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04298602,"about_ca_system_score_gemma":0.2182187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8740613,"about_ca_topic_score_gemma":0.9293742,"domain_scores_codex":[0.9912423,0.001762014,0.0005860315,0.0004219809,0.004450409,0.00153722],"domain_scores_gemma":[0.9591154,0.00361682,0.001467841,0.0004144901,0.02333629,0.01204901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122617,0.0001230765,0.00232672,0.001000288,0.00004522291,0.001259961,0.001357633,0.0004337888,0.0008799714,0.02338998,0.7997068,0.1693642],"study_design_scores_gemma":[0.00006348935,0.00008905592,0.003533224,0.001553947,0.00004347816,0.0007760351,0.001328176,0.0001270174,0.0001381943,0.004374841,0.9879117,0.00006078816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008187179,0.05478569,0.0007167946,0.9105534,0.004228663,0.00004022339,0.000120791,0.00005550013,0.02868024],"genre_scores_gemma":[0.05456038,0.3405031,0.01075663,0.5522638,0.01070161,0.0001001417,0.0003553501,0.00009249761,0.03066655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1259387,"threshold_uncertainty_score":0.3118868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0574892443949074,"score_gpt":0.408878254492656,"score_spread":0.3513890100977486,"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."}}