{"id":"W2623319799","doi":"10.1002/hon.2439_17","title":"<i>BCL2</i><scp>mRNA</scp> or protein abundance is superior to gene rearrangement status in predicting clinical outcomes in patients with diffuse large <scp>B</scp>‐cell lymphoma","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; BC Cancer Agency; Queen's University","funders":"","keywords":"Fluorescence in situ hybridization; Immunohistochemistry; Messenger RNA; Biopsy; Biology; Molecular biology; Pathology; In situ hybridization; Diffuse large B-cell lymphoma; Lymphoma; Gene expression; Gene; Medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006657914,0.0005518945,0.002045862,0.00019143,0.0002575028,0.00007822532,0.0004264236,0.0006177642,0.00005587247],"category_scores_gemma":[0.003982973,0.0003385518,0.0002248579,0.0002213645,0.000267888,0.0001588366,0.0004814476,0.000354974,0.000180647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877172,"about_ca_system_score_gemma":0.0004604702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003679626,"about_ca_topic_score_gemma":0.001146593,"domain_scores_codex":[0.9951563,0.0003112406,0.001357948,0.001153158,0.0005924719,0.001428853],"domain_scores_gemma":[0.9959494,0.001581095,0.0005618989,0.00103525,0.0001617743,0.0007105889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000557253,0.02659462,0.9652655,0.0001058916,0.0001358499,0.002669098,0.0008221626,7.27368e-7,0.0000494045,0.00006175861,0.001299542,0.002438228],"study_design_scores_gemma":[0.05081611,0.006730711,0.9207529,0.0002564719,0.0001048735,0.00004588343,0.0004852899,0.00002633479,0.001279127,0.00002404571,0.01936845,0.0001098256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930786,0.0002011713,0.00001307321,0.0008637655,0.0002607987,0.003360033,0.0001012022,0.00009313515,0.002028188],"genre_scores_gemma":[0.9911051,0.0001787124,0.003739838,0.002760603,0.00007654783,0.001196197,0.00004500579,0.00005300663,0.000844963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05025886,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500791177400745,"score_gpt":0.3337833299450458,"score_spread":0.2987754181710383,"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."}}