{"id":"W2232969484","doi":"10.1182/blood.v124.21.1624.1624","title":"Cell-of-Origin Assignment in Diffuse Large B-Cell Lymphoma Determined By Gene Expression in Formalin-Fixed Paraffin-Embedded Tissue Has Prognostic Significance Independent of IPI and MYC/BCL2 Immunohistochemistry","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Tissue microarray; Immunohistochemistry; Concordance; Lymphoma; Pathology; Gene expression profiling; Biology; Germinal center; Cancer research; Medicine; Gene expression; Gene; B cell; Bioinformatics; Immunology; Antibody; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000560227,0.0001186761,0.0001725864,0.000730692,0.0001677089,0.0003781713,0.0001191118,0.0002081914,0.0007393414],"category_scores_gemma":[0.0006061375,0.0001135042,0.00008745244,0.0004705549,0.0003964296,0.0001609646,0.0001859768,0.0002274078,0.0002041932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918869,"about_ca_system_score_gemma":0.0001039976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201955,"about_ca_topic_score_gemma":0.00116523,"domain_scores_codex":[0.9996552,0.0001003703,0.00003360732,0.00008077692,0.00007420628,0.00005580982],"domain_scores_gemma":[0.999616,0.0001538071,0.0000941099,0.00003719047,0.00006009326,0.00003877789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001447998,0.00008039895,0.6276729,0.00008821335,0.0000954875,0.0004156696,0.0002045894,0.00029806,0.358526,0.0001121214,0.0001890946,0.01086945],"study_design_scores_gemma":[0.00004727046,0.0005617177,0.9238107,0.00001520351,0.00009668736,0.001653121,0.0005054363,0.002176627,0.0694446,0.0001514024,0.001526321,0.00001084639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997915,0.0005594381,0.0008431136,0.00002362638,0.000004367046,0.00001443108,0.0001694718,0.000007954633,0.0004626759],"genre_scores_gemma":[0.9988111,0.0001348325,0.0006313811,0.00001664385,0.00000357721,0.00001382472,0.0002338602,0.000003321169,0.0001514757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007393414,"threshold_uncertainty_score":0.002962768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301654936045116,"score_gpt":0.2711677360484875,"score_spread":0.2581511866880363,"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."}}