{"id":"W4394922535","doi":"10.1016/j.yebeh.2024.109752","title":"Association of early seizures after ischemic stroke with diffusion-weighted imaging-alberta stroke program early CT score (DWI-ASPECTS) and neutrophil-to-lymphocyte ratio","year":2024,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Mashhad University of Medical Sciences","keywords":"Stroke (engine); Epilepsy; Medicine; Diffusion MRI; Ischemic stroke; Neutrophil to lymphocyte ratio; Cardiology; Internal medicine; Magnetic resonance imaging; Radiology; Lymphocyte; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001798023,0.0004910078,0.0006349427,0.0004053639,0.00008281969,0.0001983983,0.0001996923,0.0001194771,0.0002608861],"category_scores_gemma":[0.000051919,0.0004025801,0.0001956874,0.0004689877,0.0001269931,0.0002919681,0.0002185814,0.0004582647,0.00007902861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004934458,"about_ca_system_score_gemma":0.0002052543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009855288,"about_ca_topic_score_gemma":0.0001152487,"domain_scores_codex":[0.9968929,0.00005102397,0.0005904581,0.000862125,0.0009074398,0.0006960378],"domain_scores_gemma":[0.9984633,0.0001168767,0.0002165282,0.0006282595,0.000211889,0.0003631265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007661388,0.0005043856,0.8981903,0.0001725995,0.0003982988,0.001019586,0.001046215,6.194894e-7,0.06070781,0.00002958235,0.0097105,0.02745392],"study_design_scores_gemma":[0.003643761,0.001445113,0.9481922,0.0007683111,0.002633685,0.0001806828,0.0001707255,0.0002704337,0.01884358,0.000001842431,0.02327961,0.000570065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920718,0.0007676672,0.00009184327,0.001118433,0.000294805,0.002491606,0.000168782,0.0002821739,0.002712881],"genre_scores_gemma":[0.9756554,0.0000658377,0.001770331,0.0002222522,0.0002868579,0.0009190826,0.00009106573,0.0001240484,0.02086513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05000184,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005870070541491991,"score_gpt":0.242951146371883,"score_spread":0.237081075830391,"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."}}