{"id":"W3112314425","doi":"10.1093/brain/awaa330","title":"Is bad brain worse than no brain? Salvaging the cerebral cortex in epilepsy","year":2020,"lang":"en","type":"letter","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council","keywords":"Epilepsy; Temporal lobe; Epilepsy surgery; Neuroscience; Cerebral cortex; Psychology; Medicine; Cortex (anatomy)","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":[0.002440205,0.0007266402,0.001307458,0.0006428277,0.003088784,0.002345261,0.001500033,0.04120047,0.006273948],"category_scores_gemma":[0.01716185,0.0005032775,0.001013023,0.0007594248,0.002641937,0.003906636,0.001152629,0.0280157,0.007353856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003246979,"about_ca_system_score_gemma":0.00319002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765527,"about_ca_topic_score_gemma":0.01227949,"domain_scores_codex":[0.9982392,0.0005994711,0.000252431,0.0002095974,0.0004881352,0.0002112738],"domain_scores_gemma":[0.9949122,0.003353334,0.0002525937,0.0001218552,0.0008279678,0.0005320458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005451796,0.0000146729,0.0001587213,0.00005230456,0.000007893479,0.001010518,0.00006667053,0.0000252116,0.0001021174,0.001593969,0.9893635,0.007549997],"study_design_scores_gemma":[0.0002066702,0.0001095649,0.001011556,0.0005474288,0.00003493098,0.004568555,0.0003664808,0.0002976737,0.0002904361,0.01464909,0.9778473,0.00007027442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001875439,0.002844165,0.00003938008,0.9782005,0.01714279,0.000004442189,0.00004472628,0.00001620365,0.00152029],"genre_scores_gemma":[0.002735686,0.002894327,0.0001136277,0.9323082,0.0581337,0.00001996149,0.00002679721,0.00001856425,0.00374913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04120047,"threshold_uncertainty_score":0.02355856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646865406302081,"score_gpt":0.302236042416006,"score_spread":0.2757673883529852,"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."}}