{"id":"W2741866268","doi":"10.1002/epi4.12075","title":"Seizures, electroencephalographic abnormalities, and outcome of ischemic stroke patients","year":2017,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Electroencephalography; Cardiology; Modified Rankin Scale; Internal medicine; Neuroimaging; Ischemic stroke; Anesthesia; Ischemia; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918212,0.0001875667,0.0004782689,0.0001004769,0.0001824725,0.000103702,0.0007404398,0.00008011953,0.0001670288],"category_scores_gemma":[0.0002063074,0.000163706,0.00008065055,0.000050298,0.0002349228,0.0003356882,0.0009433871,0.0002020411,0.00001302005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003675129,"about_ca_system_score_gemma":0.00003732459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005622087,"about_ca_topic_score_gemma":0.00002371546,"domain_scores_codex":[0.9986193,0.00002306959,0.000400178,0.0003310925,0.0003011993,0.0003252278],"domain_scores_gemma":[0.998411,0.00003305048,0.0003580525,0.0009664706,0.00009385964,0.0001375496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149207,0.00009287764,0.9325333,0.00009328097,0.0001443167,0.00002099068,0.00008405586,7.044723e-8,0.0007703276,0.0002266686,0.06345727,0.002427703],"study_design_scores_gemma":[0.003022161,0.000307782,0.8850425,0.0000859922,0.0001550314,0.00001941731,0.00008928192,0.00001581823,0.002852072,0.00001774439,0.1082311,0.0001611173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277184,0.0001333651,0.00002381925,0.0006642418,0.0001039586,0.0008099875,0.00004927827,0.00001997751,0.170477],"genre_scores_gemma":[0.9879591,0.0001202075,0.001562903,0.0004748435,0.00005409177,0.00004531377,0.00005657998,0.00002389884,0.00970306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607739,"threshold_uncertainty_score":0.6675736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655658067988757,"score_gpt":0.3110952074899827,"score_spread":0.2845386268100951,"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."}}