{"id":"W2584734171","doi":"10.3324/haematol.2016.159087","title":"Genetic polymorphism at <i>BCL2</i> as a predictor for rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone efficacy in patients with diffuse large B-cell lymphoma","year":2017,"lang":"en","type":"letter","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Public Health Ontario; University of Toronto; Simon Fraser University; BC Cancer Agency","funders":"National Cancer Institute; BC Cancer Agency; Terry Fox Research Institute; Genome Canada; Canadian Institutes of Health Research; Genome British Columbia","keywords":"Rituximab; Prednisone; Vincristine; Cyclophosphamide; Medicine; Lymphoma; Doxorubicin; Internal medicine; Oncology; Diffuse large B-cell lymphoma; Cancer research; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004935288,0.0002463526,0.0003922958,0.000319772,0.0004639218,0.0005038341,0.0003737083,0.00181987,0.001258416],"category_scores_gemma":[0.002894498,0.0001592751,0.000255228,0.0005385143,0.0004030836,0.0003541184,0.0001427659,0.001629216,0.0003515289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488428,"about_ca_system_score_gemma":0.0004236329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153284,"about_ca_topic_score_gemma":0.002802362,"domain_scores_codex":[0.9995376,0.0001957105,0.0000560066,0.00006078705,0.00007784895,0.00007208095],"domain_scores_gemma":[0.9987041,0.0007585073,0.0001304699,0.00005545017,0.0001237009,0.0002277354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003756093,0.0003619213,0.8221737,0.0001220024,0.0002027936,0.0886547,0.0003210043,0.0006419189,0.00645021,0.0007431934,0.04036358,0.03620892],"study_design_scores_gemma":[0.0009656837,0.001164285,0.7855864,0.0002477098,0.0005450574,0.1669491,0.0009950507,0.00685078,0.002176189,0.00477212,0.02967762,0.00007007221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015843,0.005425617,0.0003437533,0.0774261,0.001449899,0.00003756341,0.0004283841,0.00003516702,0.01326925],"genre_scores_gemma":[0.9862025,0.0008987125,0.0002163198,0.008943384,0.002296008,0.00001658611,0.000157017,0.000007747611,0.001261572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00181987,"threshold_uncertainty_score":0.004707694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008323216266862688,"score_gpt":0.224805874359443,"score_spread":0.2164826580925803,"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."}}