{"id":"W3149640503","doi":"10.3324/haematol.2020.274258","title":"Subtype-specific and co-occurring genetic alterations in B-cell non-Hodgkin lymphoma","year":2021,"lang":"en","type":"article","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Lymphoma; Mantle cell lymphoma; Biology; Follicular lymphoma; Cancer research; Comparative genomic hybridization; B cell; Malignancy; B-cell lymphoma; Non-Hodgkin's lymphoma; Genetics; Gene; Immunology; Genome; Antibody","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":[0.0001666289,0.00007592249,0.0001383066,0.0006190127,0.0001540506,0.0002627937,0.000111247,0.0001272985,0.0005021026],"category_scores_gemma":[0.0003253431,0.0001058091,0.0001062973,0.0004270566,0.000134788,0.0001302961,0.0001555015,0.00009612037,0.0001012433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980882,"about_ca_system_score_gemma":0.0001266171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214077,"about_ca_topic_score_gemma":0.005459078,"domain_scores_codex":[0.9998851,0.00001585159,0.000009584848,0.00003567587,0.00003664995,0.00001723416],"domain_scores_gemma":[0.9998846,0.00002192361,0.00004221617,0.00002031997,0.00001747711,0.0000133995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143105,0.00003294697,0.6119333,0.00006981209,0.0001031226,0.0004616117,0.0001771691,0.0006310146,0.3638268,0.0001689668,0.0001330189,0.02224797],"study_design_scores_gemma":[0.000004804047,0.00006518451,0.9829193,0.000004327072,0.00005410385,0.001776138,0.0001654008,0.0007011024,0.01343398,0.0001434951,0.0007278785,0.000004229013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986255,0.0004666476,0.0003793933,0.00000654542,7.068157e-7,0.000005066125,0.0001545213,0.00001077996,0.0003508262],"genre_scores_gemma":[0.9991207,0.0001757061,0.0003725765,0.00001344232,0.000001431443,0.000003764917,0.0001748206,0.000003080423,0.0001344671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214077,"threshold_uncertainty_score":0.004256606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294369896182233,"score_gpt":0.2724843191269026,"score_spread":0.2495406201650802,"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."}}