{"id":"W2588462476","doi":"10.1182/blood.v114.22.622.622","title":"Prediction of Survival in Diffuse Large B-Cell Lymphoma Based On the Expression of Two Genes: Integration of Tumor and Microenvironment Contributions.","year":2009,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; International Prognostic Index; Oncology; Survival analysis; Biology; Gene; Lymphoma; Internal medicine; Medicine; Computational biology; 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":[0.001614313,0.0007141794,0.0003941967,0.0004994705,0.0001454196,0.0004746887,0.0002886662,0.0003386638,0.0004318776],"category_scores_gemma":[0.001805769,0.0001649349,0.0006091011,0.0003416771,0.0002500813,0.0002267494,0.0004429084,0.0005804628,0.0001650796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631623,"about_ca_system_score_gemma":0.0004379479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037629,"about_ca_topic_score_gemma":0.002557564,"domain_scores_codex":[0.9997713,0.0001069603,0.000009889553,0.00005237854,0.00002850831,0.00003097034],"domain_scores_gemma":[0.9992576,0.0004340312,0.0001190898,0.00004619803,0.00005087709,0.00009215551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019621,0.0001433255,0.9691836,0.00003129396,0.0002631797,0.00009718119,0.00005093764,0.009268019,0.008076783,0.00003829167,0.0002283306,0.01065694],"study_design_scores_gemma":[0.0001770204,0.00156112,0.8227929,0.0000179356,0.0005806362,0.0004331854,0.0001812615,0.1655376,0.007639959,0.00057674,0.000466339,0.00003535461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998591,0.0001510276,0.0009659259,0.00005475804,0.000003211545,0.000005351159,0.0001440426,0.00001444254,0.00007021174],"genre_scores_gemma":[0.9989244,0.00003514586,0.0005774001,0.00001186079,0.000004432879,0.000006305699,0.0003566346,0.000003576415,0.00008008919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037629,"threshold_uncertainty_score":0.008537412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059708863709298,"score_gpt":0.2274869111546846,"score_spread":0.2168898225175916,"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."}}