{"id":"W2477083732","doi":"10.1111/epi.13486","title":"The progression of electrophysiologic abnormalities during epileptogenesis after experimental traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Epilepsia","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brain Injury Research Center; National Institute of Neurological Disorders and Stroke; Thrasher Research Fund; Alberta Innovates; Alberta Innovates - Health Solutions; Child Neurology Foundation; Citizens United for Research in Epilepsy","keywords":"Epileptogenesis; Epilepsy; Medicine; Electroencephalography; Anesthesia; Traumatic brain injury; Hippocampal formation; Psychology; Neuroscience; Internal medicine; Psychiatry","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":[0.0002339018,0.0001838339,0.0003148282,0.00005047028,0.0001589269,0.00001318551,0.0001505719,0.00006792913,0.0002605016],"category_scores_gemma":[0.0001209978,0.00008619492,0.0002234922,0.0001192794,0.0003278086,0.0001087863,0.00004765419,0.0000875492,0.00003330134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047768,"about_ca_system_score_gemma":0.00003346259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002581497,"about_ca_topic_score_gemma":7.46146e-7,"domain_scores_codex":[0.9985455,0.000168657,0.0004104916,0.0002494582,0.0002993283,0.0003265465],"domain_scores_gemma":[0.9990272,0.0002776244,0.0001439898,0.0004379797,0.00003691594,0.00007631288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002671096,0.0003213717,0.0116325,0.0002639902,0.0001712282,0.00002719956,0.0009030859,1.61211e-7,0.9554815,0.001114119,0.0009080232,0.0265057],"study_design_scores_gemma":[0.00084507,0.0008979192,0.3827821,0.0003568943,0.00003527706,0.00003897023,0.0002950105,0.000002557989,0.6136584,0.0001549459,0.0008039425,0.0001289639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960197,0.001970546,0.00002636266,0.0009961649,0.0001373733,0.000404714,0.000009122286,0.00006415433,0.0003719245],"genre_scores_gemma":[0.9984409,0.0001811329,0.0001812742,0.0001504772,0.0001124758,0.0002289534,0.000002308086,0.00002226797,0.0006801755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3711496,"threshold_uncertainty_score":0.3514926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605320661934644,"score_gpt":0.2882656354143591,"score_spread":0.2722124287950126,"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."}}