{"id":"W2276781572","doi":"10.1182/blood-2015-07-658401","title":"Clinical impact of molecular features in diffuse large B-cell lymphoma and follicular lymphoma","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Follicular lymphoma; Lymphoma; Diffuse large B-cell lymphoma; Cell of origin; Clinical trial; Medicine; Oncology; Biology; Cancer research; Cancer; Pathology; Internal medicine","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":[0.002037416,0.000250445,0.0005812636,0.001017611,0.0003327359,0.0008700756,0.0003407428,0.0005272549,0.0018407],"category_scores_gemma":[0.005255867,0.0001742312,0.0002651127,0.0007137651,0.0006674448,0.001042495,0.0004260299,0.0006611695,0.0003514456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006236667,"about_ca_system_score_gemma":0.0003499043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009188512,"about_ca_topic_score_gemma":0.001848316,"domain_scores_codex":[0.9986969,0.0005508222,0.0001501055,0.000166885,0.0003069167,0.0001284516],"domain_scores_gemma":[0.9977549,0.0009329504,0.0006952048,0.0001129751,0.0001990599,0.0003049466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949311,0.0002053988,0.8968496,0.000122567,0.0001725135,0.00140222,0.00008789141,0.0005274919,0.0083299,0.0007971185,0.0007709429,0.08778509],"study_design_scores_gemma":[0.00007528031,0.001106286,0.9860519,0.00006303308,0.0001710946,0.004804764,0.0002411172,0.0006730763,0.001485374,0.0009282519,0.004380248,0.00001956965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534255,0.02659964,0.0006013743,0.002038386,0.0001173183,0.00006363464,0.0003248072,0.00004161482,0.01678779],"genre_scores_gemma":[0.9968848,0.001650117,0.0004395054,0.0002878823,0.0001367439,0.0000150104,0.0002059252,0.000006314248,0.0003737665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037416,"threshold_uncertainty_score":0.01077503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607402377836165,"score_gpt":0.3091935196842825,"score_spread":0.2931194959059208,"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."}}