{"id":"W4416350582","doi":"10.1093/braincomms/fcaf451","title":"Elevated glioma-related cortical glutamate <i>in vivo</i> is associated with <i>ex vivo</i> interictal discharges in human brain slices","year":2025,"lang":"en","type":"article","venue":"Brain Communications","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; Epilepsy Research UK","keywords":"Glutamate receptor; Ictal; Human brain; Metabolite; Creatine; Choline; Electrocorticography; Cortical dysplasia; Microdialysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435246,0.0002631027,0.0004810834,0.0004033558,0.0002922952,0.00004174259,0.0006975333,0.0002038476,0.0001515442],"category_scores_gemma":[0.000375874,0.0002441936,0.00009186421,0.002174541,0.0003980546,0.0001562562,0.000350973,0.0007580193,0.0000104473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310158,"about_ca_system_score_gemma":0.0001216789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002428167,"about_ca_topic_score_gemma":0.001135808,"domain_scores_codex":[0.9980352,0.0002224563,0.0007478897,0.0003989965,0.0001885334,0.0004069294],"domain_scores_gemma":[0.997085,0.0008425005,0.0002009545,0.00163049,0.0001334157,0.0001076907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001878525,0.003732374,0.02318433,0.00007445961,0.0002036687,0.00005242716,0.002243194,0.00005707631,0.8197984,0.1075853,0.04180892,0.001072035],"study_design_scores_gemma":[0.03436492,0.002288926,0.2592032,0.01397037,0.0009516623,0.0003389555,0.006904546,0.06257679,0.1961446,0.05555569,0.3632859,0.004414503],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493849,0.0004566898,0.0033468,0.1127932,0.00002694388,0.002011362,0.0001851462,0.0006728386,0.03112206],"genre_scores_gemma":[0.9866678,0.0001254483,0.004223668,0.004131748,0.000007651034,0.0004726285,0.000232086,0.00004449579,0.004094543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6236538,"threshold_uncertainty_score":0.9957924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175289323013735,"score_gpt":0.3379050276356249,"score_spread":0.3203760953342514,"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."}}