{"id":"W2305940132","doi":"10.1016/j.expneurol.2016.03.021","title":"High frequency oscillations can pinpoint seizures progressing to status epilepticus","year":2016,"lang":"en","type":"article","venue":"Experimental Neurology","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; Savoy Foundation","keywords":"Status epilepticus; Ictal; Entorhinal cortex; Hippocampus; Electroencephalography; Epilepsy; Neuroscience; Electrophysiology; Convulsion; Medicine; Anesthesia; Cortex (anatomy); 4-Aminopyridine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195151,0.000283691,0.0002638699,0.0003102999,0.0005263512,0.00007733592,0.0005677551,0.00009141197,0.0006009463],"category_scores_gemma":[0.0005216088,0.0002067483,0.00007612183,0.0005552351,0.0008157645,0.0002711116,0.0004155014,0.0002855315,0.0005514961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007382157,"about_ca_system_score_gemma":0.0001342441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005953938,"about_ca_topic_score_gemma":0.0000111617,"domain_scores_codex":[0.9962117,0.0005821503,0.000348276,0.001166139,0.0004672064,0.001224507],"domain_scores_gemma":[0.9984317,0.0004617927,0.00009520222,0.0004480222,0.00003808708,0.0005252177],"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":[0.0001489105,0.0001930079,0.001944547,0.000001837307,0.000001772878,0.0006721294,0.0002160633,0.000008375851,0.9931715,0.001671822,0.0006606083,0.001309396],"study_design_scores_gemma":[0.0007871516,0.001578663,0.002849952,0.000005836978,0.000002256241,0.0002870534,0.00001473828,0.00001366414,0.9908289,0.000238173,0.003161213,0.0002323651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855303,0.00003879682,0.00003617763,0.01125704,0.001574196,0.0006385724,0.00005187772,0.0002258359,0.0006471878],"genre_scores_gemma":[0.9853697,0.00003331031,0.0001083011,0.01365918,0.0001865048,0.0001898475,5.367957e-7,0.00004778055,0.0004048122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002500605,"threshold_uncertainty_score":0.8430949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333257392735428,"score_gpt":0.3549919240872706,"score_spread":0.3116593501599164,"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."}}