{"id":"W4416141380","doi":"10.1093/neuonc/noaf201.0304","title":"CNSC-97. ELECTROCORTICOGRAPHIC ANALYSIS AND DETECTION OF SPEECH NETWORKS IN GLIOMA-INFILTRATED CORTEX","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon City Hospital","funders":"","keywords":"Electrocorticography; Auditory cortex; Human brain; Cortex (anatomy); Electrophysiology; Decoding methods; Electroencephalography; Brain mapping; Encoding (memory); Neural activity","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":[0.001079072,0.0006907854,0.0005608094,0.001500025,0.0002519344,0.0008636552,0.000730313,0.0003988534,0.003751584],"category_scores_gemma":[0.002342501,0.0002151011,0.0004604915,0.0009390375,0.0002356588,0.0001946722,0.0007716093,0.0002716533,0.002786536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006457791,"about_ca_system_score_gemma":0.001431397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007959638,"about_ca_topic_score_gemma":0.009912453,"domain_scores_codex":[0.9995035,0.00008188731,0.00006495759,0.0001159213,0.0001679063,0.00006582302],"domain_scores_gemma":[0.998468,0.0002278288,0.0002670813,0.0002562189,0.0004810931,0.0002997094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01296805,0.0007927206,0.4657128,0.001234797,0.001149576,0.003812247,0.0004314319,0.01067565,0.1297187,0.001037122,0.06917933,0.3032875],"study_design_scores_gemma":[0.0007109395,0.001388392,0.8516387,0.0001751045,0.0003729032,0.005788282,0.0002914453,0.03042997,0.0733086,0.0009797411,0.03481184,0.0001040804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984985,0.001614582,0.0117117,0.0003322329,0.00013981,0.0005257342,0.07707699,0.001991129,0.008109348],"genre_scores_gemma":[0.8662536,0.0007038404,0.01038919,0.0001316988,0.00007688755,0.0006317168,0.1175801,0.0003359284,0.003897036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007959638,"threshold_uncertainty_score":0.01582658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156892473475171,"score_gpt":0.3087004111696576,"score_spread":0.2971314864349059,"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."}}