{"id":"W4414792733","doi":"10.1093/neuonc/noaf193.444","title":"P13.03.B MCM2 HIGHLIGHTS A SUBSET OF AGGRESSIVE MENINGIOMAS WITH ENHANCED PROLIFERATION","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunohistochemistry; Transcriptome; Meningioma; Cell cycle; Cell; Gene; Intracellular","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446194,0.0004575025,0.0003253961,0.0009608356,0.0005814651,0.0009391288,0.0002928542,0.0005263265,0.01185342],"category_scores_gemma":[0.0007255283,0.0001717442,0.0002722922,0.001054707,0.00036469,0.0002328959,0.0004218087,0.0004971123,0.002140515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538285,"about_ca_system_score_gemma":0.0004452547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373228,"about_ca_topic_score_gemma":0.004526136,"domain_scores_codex":[0.9997017,0.00002253493,0.00002019159,0.00009407407,0.00009201832,0.00006954578],"domain_scores_gemma":[0.9995732,0.0001006952,0.0001344779,0.0000499851,0.00004875847,0.00009286334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004756805,0.0001499702,0.5222451,0.0006820213,0.0003624297,0.007987107,0.0003714181,0.001230725,0.3331014,0.001512489,0.04276252,0.08483803],"study_design_scores_gemma":[0.0001206598,0.0001828743,0.8939852,0.00007908282,0.0002121543,0.01308377,0.0004392159,0.003998043,0.03674097,0.0019316,0.04919801,0.00002838163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423466,0.001968134,0.003195435,0.001472487,0.0001734851,0.00004517208,0.04071773,0.0009123414,0.009168819],"genre_scores_gemma":[0.9744099,0.0004674558,0.001367907,0.0003823575,0.0001077922,0.00005194161,0.01910205,0.0001562457,0.003954344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185342,"threshold_uncertainty_score":0.03965366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475004605782464,"score_gpt":0.2922900020745486,"score_spread":0.2775399560167239,"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."}}