{"id":"W4383871950","doi":"10.1007/978-3-031-29750-2_13","title":"The Epigenetic Landscape of Meningiomas","year":2023,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epigenetics; Chromatin; Histone; DNA methylation; Biology; microRNA; Gene; Cancer research; Genetics; Gene expression","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":[0.000379792,0.0001415047,0.0002257904,0.0003705021,0.0002907681,0.0007784246,0.000240005,0.0003600897,0.002196008],"category_scores_gemma":[0.001342046,0.0001149875,0.0001883338,0.000357053,0.0004096899,0.0004576868,0.0003715278,0.0005222769,0.0002592492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476078,"about_ca_system_score_gemma":0.0005246016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007944416,"about_ca_topic_score_gemma":0.00136501,"domain_scores_codex":[0.9997303,0.0000693008,0.00001674933,0.00005151423,0.00008626912,0.00004574794],"domain_scores_gemma":[0.9996603,0.0001241791,0.00009650563,0.00002795088,0.00005784049,0.0000333203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001464814,0.0002366197,0.1518782,0.001364402,0.0007951136,0.003469562,0.001691674,0.002300168,0.2904723,0.03218354,0.01018784,0.5039558],"study_design_scores_gemma":[0.0001159042,0.001079891,0.5016449,0.001023513,0.0008256748,0.01611433,0.003249902,0.003633997,0.1414176,0.05647223,0.2743064,0.0001155562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520802,0.1748766,0.01150446,0.02851491,0.000848615,0.00004878975,0.001976742,0.0002001704,0.02994952],"genre_scores_gemma":[0.9569718,0.03494472,0.001688036,0.001477976,0.0003669642,0.00002673956,0.0004821492,0.00002897154,0.004012683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196008,"threshold_uncertainty_score":0.007346392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897864319245326,"score_gpt":0.3724738877156909,"score_spread":0.3334952445232376,"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."}}