{"id":"W2160881152","doi":"10.1182/blood-2008-02-137372","title":"Gene expression predicts overall survival in paraffin-embedded tissues of diffuse large B-cell lymphoma treated with R-CHOP","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Diffuse large B-cell lymphoma; Lymphoma; Rituximab; Survival analysis; Gene expression profiling; Biology; Oncology; Cancer research; Chemotherapy; Gene; Internal medicine; Medicine; Gene expression; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002138865,0.00007253684,0.0001146728,0.0002669068,0.00005065839,0.0001500697,0.00005880582,0.0001271509,0.0005312701],"category_scores_gemma":[0.0005046317,0.00007406416,0.00006702459,0.0001951282,0.0001563651,0.00009190199,0.00006731867,0.0001676874,0.0001148076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008813912,"about_ca_system_score_gemma":0.00005289192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002899722,"about_ca_topic_score_gemma":0.0005074484,"domain_scores_codex":[0.9999155,0.00003403643,0.000005029705,0.00001490156,0.00001524924,0.00001532063],"domain_scores_gemma":[0.9998211,0.00009010492,0.00004582572,0.00001115058,0.00001473479,0.00001707493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004865528,0.0002152942,0.6461013,0.00009421718,0.0001400816,0.0005895711,0.0002466539,0.001226367,0.3086946,0.00008670973,0.0004863938,0.03725336],"study_design_scores_gemma":[0.00006608452,0.0008864883,0.9721479,0.00001034105,0.00007413774,0.001369711,0.0001617874,0.002424192,0.02190089,0.0001420578,0.0008113069,0.000005086025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991723,0.0004042965,0.0002085836,0.00002289298,0.00000159451,0.000002239682,0.00005515932,0.000003341735,0.0001297334],"genre_scores_gemma":[0.9991642,0.0002025756,0.000253883,0.00001722363,0.000002915618,0.000004758029,0.0001793355,0.000001608702,0.0001735538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005312701,"threshold_uncertainty_score":0.001777232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345421608204476,"score_gpt":0.2323008217434449,"score_spread":0.2188466056614001,"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."}}