{"id":"W2021402007","doi":"10.1385/ncc:2:1:005","title":"Continuous EEG Monitoring in Comatose Intensive Care Patients: Epileptiform Activity in Etiologically Distinct Groups","year":2005,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Neurology; Electroencephalography; Ictal; Encephalopathy; Anesthesia; Coma (optics); Prospective cohort study; Intensive care medicine; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005326739,0.0002241776,0.0004624593,0.0001312462,0.00005461172,0.00002530379,0.0001075299,0.0001324838,0.00003968021],"category_scores_gemma":[0.00180993,0.0001818288,0.0001086386,0.000197427,0.0001322136,0.0001152914,0.0001235796,0.0006916269,0.00005451603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100129,"about_ca_system_score_gemma":0.00005978466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120761,"about_ca_topic_score_gemma":0.0005911458,"domain_scores_codex":[0.9981098,0.0001287757,0.0003019433,0.0004501989,0.0003833998,0.000625952],"domain_scores_gemma":[0.9983079,0.0003030991,0.00002414967,0.0002642504,0.0007841926,0.0003164247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000538278,0.0004214605,0.9632074,0.0001574171,0.000007123814,0.001009746,0.001046667,0.00000148341,0.0002959646,0.00004358957,0.0000292998,0.03324156],"study_design_scores_gemma":[0.003419273,0.001599347,0.9887533,0.0002283539,0.00001955079,0.00001752204,0.004403998,0.00002376367,0.001168564,0.00003242419,0.0001868241,0.0001471007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952967,0.0004217817,0.000004259027,0.0008043979,0.0001107868,0.000671194,0.00004998879,0.00006256243,0.002578314],"genre_scores_gemma":[0.9990829,0.00004542377,0.00009668776,0.0004217302,0.000119757,0.0001135439,0.00008086865,0.00002400202,0.00001504824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03309446,"threshold_uncertainty_score":0.7414762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198100803609828,"score_gpt":0.3123308398068384,"score_spread":0.2925207594458556,"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."}}