{"id":"W2992334141","doi":"10.1182/blood.v104.11.415.415","title":"Chromosomal Imbalances in Germinal Center B-Cell-Like and Activated B-Cell-Like Diffuse Large B-Cell Lymphoma Influence Gene Expression Signatures and Improve Gene Expression-Based Survival Prediction(the First Two Authors Contributed Equally to This Work).","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Biology; Germinal center; Comparative genomic hybridization; Cancer research; Chromosome; Large-cell lymphoma; Lymphoma; BCL6; Gene; Chromosomal translocation; Molecular biology; B cell; Genetics; Immunology","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":[0.0003106967,0.0001995293,0.0002108839,0.0004583369,0.00006918982,0.0003365802,0.0001068742,0.0001887093,0.001201973],"category_scores_gemma":[0.0004891001,0.00008664453,0.0001331039,0.0003244359,0.0001604387,0.0001519761,0.0001171203,0.0001954509,0.0002181268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795221,"about_ca_system_score_gemma":0.00005962147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003604294,"about_ca_topic_score_gemma":0.0005996536,"domain_scores_codex":[0.9998345,0.00003818504,0.000009970382,0.00004958515,0.00003683777,0.00003080707],"domain_scores_gemma":[0.9998004,0.0000923632,0.00005045356,0.00001401367,0.00001812069,0.00002473103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00410608,0.000225324,0.6594521,0.00009605626,0.0001928494,0.0002397739,0.0001039383,0.0007568088,0.2922668,0.00005939736,0.000232402,0.04226857],"study_design_scores_gemma":[0.00004316434,0.000530061,0.9639479,0.00000708509,0.0001180421,0.0006641136,0.00007848792,0.002169068,0.03186953,0.00007629979,0.0004906112,0.000005621314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991817,0.0003112621,0.0002504257,0.00001495607,0.000002039219,0.000002856808,0.00009796528,0.000007500668,0.0001312806],"genre_scores_gemma":[0.9993062,0.00008888876,0.0002486389,0.00001275519,0.000005776068,0.000004172985,0.0002122306,0.000002119543,0.0001191885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201973,"threshold_uncertainty_score":0.004021049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005580039943411296,"score_gpt":0.2238436710555814,"score_spread":0.2182636311121701,"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."}}