{"id":"W4402574381","doi":"10.1093/neuonc/noae194","title":"“Splice of Life”: How RNA is Rewriting the Meningioma Story","year":2024,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rewriting; Meningioma; splice; Computational biology; RNA; Biology; Medicine; Computer science; Genetics; Programming language; Gene; Pathology","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":[0.003955163,0.000695844,0.001054789,0.0005510836,0.005162617,0.00522752,0.001475225,0.04578567,0.004273247],"category_scores_gemma":[0.02425251,0.0004597922,0.0008836178,0.0004452443,0.007575058,0.007207584,0.002659716,0.05670493,0.002384698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375271,"about_ca_system_score_gemma":0.00340971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004553459,"about_ca_topic_score_gemma":0.006641789,"domain_scores_codex":[0.9967639,0.00159373,0.0002448369,0.0003069692,0.0006940985,0.0003964468],"domain_scores_gemma":[0.9915992,0.006138247,0.0003395778,0.0002286164,0.0006323509,0.001061975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009439636,0.0000397716,0.0003780928,0.0001074343,0.00003309812,0.006175013,0.001593908,0.0001367287,0.0004347259,0.03126031,0.9384767,0.02126986],"study_design_scores_gemma":[0.00007387652,0.00005659844,0.0002644044,0.0002923398,0.00002455735,0.004933084,0.001608883,0.0002848367,0.0003010019,0.07155794,0.9205376,0.00006496679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003029503,0.003719745,0.00009628359,0.9821504,0.01195538,0.000002505257,0.000007384956,0.000008988969,0.001756306],"genre_scores_gemma":[0.009307096,0.003609285,0.0002224129,0.9197101,0.06238562,0.00001437548,0.00000833822,0.00002969238,0.004713097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04578567,"threshold_uncertainty_score":0.0317449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085903864649283,"score_gpt":0.2928308399295469,"score_spread":0.2619718012830541,"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."}}