{"id":"W2983593617","doi":"10.1182/blood-2019-126997","title":"The Use of CEP (Lomustine, Etoposide and Prednisone), an All-Oral Palliative Chemotherapy Regimen, in Aggressive Lymphomas","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Lomustine; Medicine; Internal medicine; Prednisone; Etoposide; Regimen; Chemotherapy regimen; Vincristine; Oncology; Aggressive lymphoma; Gastroenterology; Tolerability; Chemotherapy; Surgery; Adverse effect; Lymphoma; Rituximab; Cyclophosphamide","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":[0.001011885,0.0001036317,0.0002390939,0.0005138233,0.0002025309,0.0004366933,0.0002887724,0.0001664346,0.0004072461],"category_scores_gemma":[0.001949218,0.00008036457,0.0001623675,0.0007312152,0.0003393539,0.0002499276,0.0002333671,0.000216341,0.0001380274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000802553,"about_ca_system_score_gemma":0.0009202097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228606,"about_ca_topic_score_gemma":0.005190919,"domain_scores_codex":[0.9993727,0.0002288699,0.0001171923,0.00007007277,0.0001557097,0.00005544646],"domain_scores_gemma":[0.9979823,0.0005672637,0.001035116,0.00007619608,0.0001957901,0.0001432958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001725855,0.0002117937,0.8319137,0.001170571,0.0001050184,0.006149935,0.0007732388,0.0003120841,0.01415552,0.0001045793,0.0008170971,0.1425606],"study_design_scores_gemma":[0.0001187237,0.004358371,0.936729,0.0003540343,0.0002461642,0.03652838,0.0007411418,0.0002975192,0.006877539,0.00009006843,0.01364181,0.00001730149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820706,0.01520708,0.0003508216,0.0001367057,0.00000558886,0.00007679683,0.000168899,0.00001608356,0.00196748],"genre_scores_gemma":[0.9930948,0.005870479,0.0005134848,0.0001451662,0.00002394518,0.00002999239,0.0001740162,0.000005256456,0.0001428963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228606,"threshold_uncertainty_score":0.005822897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415098021454824,"score_gpt":0.2847645866593148,"score_spread":0.2506136064447665,"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."}}