{"id":"W2339255309","doi":"10.1093/neuonc/nov213.20","title":"EPID-20SKULL BASE MENINGIOMAS ARE BIOLOGICALLY MORE BENIGN AND HAVE A LONG-TERM DIVERGING POSTOPERATIVE RECURRENCE PATTERN COMPARED WITH SUPERFICIAL MENINGIOMAS","year":2015,"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":"University of Toronto","funders":"","keywords":"Medicine; Meningioma; Term (time); Base (topology); Radiology; Surgery; Mathematics; Physics","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":[0.0002783068,0.0001941617,0.0002158924,0.001287025,0.0002442792,0.0004500609,0.0001525119,0.0001598663,0.001743638],"category_scores_gemma":[0.001207966,0.0001252601,0.0002813567,0.0007740296,0.0002068889,0.0002568186,0.0003408013,0.0001579894,0.0003973506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328488,"about_ca_system_score_gemma":0.0002244224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445014,"about_ca_topic_score_gemma":0.003065921,"domain_scores_codex":[0.9997573,0.00002123833,0.00004784716,0.00003927004,0.00008290254,0.00005137766],"domain_scores_gemma":[0.9990172,0.0001124655,0.0006389713,0.00005237418,0.00008483254,0.00009415538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603418,0.00001477857,0.9894165,0.00002797423,0.0000339928,0.0008659897,0.0001014941,0.00002800978,0.003603844,0.00002209468,0.00004044865,0.005684445],"study_design_scores_gemma":[0.000002754904,0.0001029591,0.9938108,0.000007143259,0.00002402612,0.004452752,0.0001749935,0.00006498193,0.001065193,0.00002352148,0.000267978,0.000002880333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992092,0.0002738032,0.00009041524,0.00000611252,0.000001169247,0.00000335033,0.000109026,0.000005185571,0.0003016884],"genre_scores_gemma":[0.9994159,0.0001463553,0.00009075586,0.000003742093,0.000002425662,0.000002802495,0.0001792273,0.000001547288,0.0001573814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001743638,"threshold_uncertainty_score":0.005833089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06886303433676025,"score_gpt":0.3165141168456774,"score_spread":0.2476510825089171,"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."}}