{"id":"W4389393806","doi":"10.53876/001c.90841","title":"A CD5 gene signature identifies diffuse large B-cell lymphomas sensitive to Brutonʼs tyrosine kinase inhibition","year":2023,"lang":"en","type":"article","venue":"International Journal of Cancer Care and Delivery","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Bruton's tyrosine kinase; Tyrosine kinase; Cancer research; Gene; Signature (topology); B cell; Biology; Genetics; Signal transduction; Antibody; Mathematics","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":[0.0001159575,0.0001680718,0.000183943,0.0005659097,0.0001795798,0.0004280936,0.000145515,0.0002493442,0.001451349],"category_scores_gemma":[0.0002280877,0.00007905409,0.0001868086,0.0002915512,0.0001670763,0.0001304732,0.0001588183,0.0001493309,0.0002090594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489624,"about_ca_system_score_gemma":0.000120838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008427,"about_ca_topic_score_gemma":0.00156892,"domain_scores_codex":[0.9998624,0.0000147302,0.00001127112,0.00002551588,0.00003636461,0.00004961123],"domain_scores_gemma":[0.9998972,0.00001862543,0.00003404533,0.000006098323,0.00001792388,0.00002601521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001813354,0.0001223406,0.2137954,0.00008044096,0.00006567066,0.004651383,0.0001246885,0.0003264826,0.7536428,0.0003626286,0.0005705721,0.02444426],"study_design_scores_gemma":[0.00008111484,0.001101801,0.8152698,0.00003059148,0.0001970062,0.01508199,0.0005072708,0.002762418,0.1575124,0.0002679716,0.007173678,0.00001408919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978524,0.000370417,0.0002198085,0.000042277,0.000007424518,0.000009758563,0.0001314507,0.00001337599,0.00135314],"genre_scores_gemma":[0.9991592,0.00007843715,0.0001768531,0.00003106967,0.000002894487,0.000003513282,0.0001803414,0.000002195285,0.0003655704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001451349,"threshold_uncertainty_score":0.004855216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009863278905774308,"score_gpt":0.281026768618629,"score_spread":0.2711634897128547,"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."}}