{"id":"W2902987035","doi":"10.1182/blood-2018-99-116677","title":"Prediction and Characterization of Diffuse Large B-Cell Lymphoma (DLBCL) Cell of Origin (COO) Subtypes Using Genomic Features from Targeted Next-Generation Sequencing","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Diffuse large B-cell lymphoma; Cancer research; Medicine; Biology; Oncology; Lymphoma; Internal medicine","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":[0.0003918632,0.0003660558,0.0002697748,0.001312306,0.0001866407,0.0006137315,0.0002258888,0.0002861643,0.0005703524],"category_scores_gemma":[0.0006246614,0.0001050979,0.0002889118,0.0005799914,0.0001458943,0.0001486246,0.0003924061,0.0002580214,0.0002168056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612693,"about_ca_system_score_gemma":0.0002850314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394896,"about_ca_topic_score_gemma":0.003275339,"domain_scores_codex":[0.9997826,0.00003149071,0.00001778477,0.000086455,0.00004840915,0.00003327595],"domain_scores_gemma":[0.99977,0.00005810643,0.00007410099,0.00002070672,0.00004597141,0.00003104209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000605561,0.0001482414,0.8051826,0.0001208418,0.0001524511,0.0002611049,0.0001397288,0.007814653,0.1187209,0.0002408328,0.0006358687,0.06597725],"study_design_scores_gemma":[0.00007476621,0.0006929848,0.7393324,0.0000807943,0.0003410132,0.002034378,0.0004177289,0.1790989,0.07133248,0.001156763,0.005386107,0.00005165748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862786,0.0004554674,0.01070239,0.00006437371,0.00000763261,0.00005903356,0.001712567,0.0001169042,0.000603052],"genre_scores_gemma":[0.9899123,0.0001260414,0.007072074,0.00004480778,0.000005574209,0.00004889375,0.002450882,0.000009589759,0.0003299906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394896,"threshold_uncertainty_score":0.004761934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656824721358284,"score_gpt":0.232895199376039,"score_spread":0.1963269521624562,"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."}}