{"id":"W4386393151","doi":"10.1093/noajnl/vdad112","title":"Loss of H3K27me3 in meningiomas: an independent marker for CNS WHO grade 2?","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Brain Tumour Charity","keywords":"Meningioma; Medicine; 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":[0.001318075,0.0003340785,0.0005374533,0.001665402,0.0004184152,0.0008228414,0.0005603291,0.0004177303,0.0009206912],"category_scores_gemma":[0.002704288,0.0002363081,0.0005911072,0.001151721,0.0004461644,0.000435747,0.00064645,0.0004891208,0.0003139174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411919,"about_ca_system_score_gemma":0.0005612703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556642,"about_ca_topic_score_gemma":0.009001956,"domain_scores_codex":[0.9994032,0.00008192228,0.0000827435,0.0001475594,0.0001825939,0.0001018667],"domain_scores_gemma":[0.9984244,0.0002480194,0.0006444022,0.000289973,0.0001937734,0.0001995062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003911257,0.00001618551,0.9917543,0.00004213676,0.00008139653,0.0003283138,0.0000470149,0.0000469271,0.001848589,0.00002466149,0.0001341951,0.005285057],"study_design_scores_gemma":[0.00001045369,0.0001148017,0.9952084,0.0000220995,0.0001965897,0.001398302,0.0001271258,0.0002887863,0.001627759,0.0001403087,0.0008556112,0.000009656092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995805,0.002247142,0.0005030644,0.0001030341,0.00002229501,0.00002449451,0.0006147377,0.00001136785,0.0006687781],"genre_scores_gemma":[0.9981496,0.0005898731,0.0003986619,0.00003738408,0.00004140101,0.00001175081,0.000599862,0.000006697242,0.00016467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003556642,"threshold_uncertainty_score":0.007071853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619445014738981,"score_gpt":0.3468546193672618,"score_spread":0.310660169219872,"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."}}