{"id":"W3207226644","doi":"10.26508/lsa.202101054","title":"Kinomics platform using GBM tissue identifies BTK as being associated with higher patient survival","year":2021,"lang":"en","type":"article","venue":"Life Science Alliance","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; European Regional Development Fund; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; European Commission; Fundacja na rzecz Nauki Polskiej; University of Edinburgh; Hashemite University; Cancer Research UK","keywords":"Bruton's tyrosine kinase; Ex vivo; Cancer research; SOX2; Tyrosine kinase; Biology; In vivo; Cell culture; Population; Medicine; Signal transduction; Cell biology; Embryonic stem cell; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000604683,0.000192882,0.0003403851,0.00008153528,0.0003727746,0.0002303119,0.00034136,0.0000908556,0.000272441],"category_scores_gemma":[0.001288995,0.0001643174,0.00004804035,0.001493758,0.0007780072,0.0005340004,0.0002704055,0.0002673128,0.0001775707],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006869416,"about_ca_system_score_gemma":0.01513055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993644,"about_ca_topic_score_gemma":0.00009172176,"domain_scores_codex":[0.9964887,0.00003422043,0.0003265994,0.0006697954,0.001671311,0.0008094014],"domain_scores_gemma":[0.9981187,0.0001618517,0.0001429719,0.0005801819,0.0005806021,0.0004157026],"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":[0.002138559,0.002886474,0.09434884,0.0014441,0.001703388,0.02122973,0.01721538,0.01485583,0.7902108,0.02816732,0.005603518,0.02019606],"study_design_scores_gemma":[0.02607754,0.001466383,0.05876414,0.00427356,0.0004345267,0.0007841087,0.004100449,0.06879577,0.8084295,0.001984076,0.02274028,0.002149657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992827,0.0004740613,0.00009696481,0.0004870676,0.0007899221,0.0002634489,0.000005003937,0.00006528916,0.004991218],"genre_scores_gemma":[0.9938031,0.00008037731,0.001183973,0.0007666552,0.0001908616,0.00000953686,0.00001484935,0.00002978789,0.003920879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05393995,"threshold_uncertainty_score":0.9969431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05197464540765671,"score_gpt":0.3371635521904023,"score_spread":0.2851889067827456,"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."}}