{"id":"W2767301503","doi":"10.1093/neuonc/nox168.561","title":"NCMP-12. GLIOMA RELATED EPILEPSY: CLINICAL AND PATHOLOGICAL CORRELATES","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Epilepsy; Glioma; Oligodendroglioma; IDH1; Pathological; Astrocytoma; Temporal lobe; Semiology; Incidence (geometry); Brain tumor; Retrospective cohort study; Neuroimaging; Internal medicine; Radiology; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002567397,0.0002511094,0.000228065,0.00113375,0.0003735856,0.0004504207,0.0004355586,0.0003094784,0.004689771],"category_scores_gemma":[0.001830858,0.0001137013,0.0001375568,0.001750479,0.0003637841,0.0004037491,0.0003431524,0.0003922108,0.001059505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988314,"about_ca_system_score_gemma":0.000438974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004464665,"about_ca_topic_score_gemma":0.005168908,"domain_scores_codex":[0.9998252,0.00001904621,0.00002138729,0.00003641489,0.00006229678,0.00003568401],"domain_scores_gemma":[0.9984054,0.0001712341,0.0009457882,0.00004771733,0.0001991576,0.0002307098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002703096,0.00004568122,0.9922907,0.00004141791,0.0000128208,0.0008731257,0.0000286346,0.00002802177,0.0005777311,0.00003178536,0.0003475237,0.005452221],"study_design_scores_gemma":[0.000004930941,0.00006241685,0.995015,0.00001030704,0.00001098471,0.004086324,0.00006585212,0.00007740031,0.00009585961,0.00005141816,0.0005168389,0.000002804672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916096,0.001779434,0.0001143787,0.0001832173,0.00001462077,0.00004303743,0.001722856,0.00002471965,0.004508132],"genre_scores_gemma":[0.9965233,0.0004798498,0.0002194661,0.00003758434,0.000032946,0.00003092276,0.00168686,0.000007478443,0.0009816833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004689771,"threshold_uncertainty_score":0.0156889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05411658435647271,"score_gpt":0.3658481886968266,"score_spread":0.3117316043403539,"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."}}