{"id":"W3162066709","doi":"10.1093/neuonc/noab036","title":"Loss of H3K27me3 in meningiomas","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University of British Columbia; University Health Network","funders":"Canadian Institutes of Health Research; Brain Tumour Charity","keywords":"Meningioma; Medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00110993,0.0002821672,0.0002328246,0.001158927,0.000367416,0.0004457414,0.0002536224,0.0002291007,0.0003700326],"category_scores_gemma":[0.001913867,0.0001562247,0.0002481891,0.0006252808,0.0004594942,0.0002716654,0.0004381045,0.0002707348,0.0001303742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788529,"about_ca_system_score_gemma":0.0003906761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153754,"about_ca_topic_score_gemma":0.003343675,"domain_scores_codex":[0.9996198,0.00005719,0.00005662628,0.0000921825,0.000113611,0.00006055499],"domain_scores_gemma":[0.9983349,0.0001460776,0.001037894,0.0001756165,0.0001452233,0.0001602839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004995341,0.00001755726,0.9787426,0.00003830238,0.00008402149,0.0004346292,0.00009367278,0.0001958362,0.01457124,0.00002589055,0.00006392463,0.005232751],"study_design_scores_gemma":[0.000005135535,0.0001521913,0.9941849,0.000006077888,0.0000426093,0.00153999,0.00006237203,0.0001858875,0.003524955,0.0000659713,0.0002268236,0.000003132367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999114,0.0004355275,0.0001984422,0.0000187562,0.000001690936,0.000003914718,0.00009692806,0.000007188551,0.0001236636],"genre_scores_gemma":[0.99963,0.0001149588,0.0001324734,0.000004781194,0.0000031869,0.000002426325,0.0000842134,0.000001848553,0.0000261166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003153754,"threshold_uncertainty_score":0.006270766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115777824416481,"score_gpt":0.3128881798075708,"score_spread":0.281730401563406,"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."}}