{"id":"W2592074226","doi":"10.1038/srep43276","title":"Abnormal Capillary Vasodynamics Contribute to Ictal Neurodegeneration in Epilepsy","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Université de Montréal","funders":"SUNY Downstate Medical Center; Arizona Biomedical Research Commission; National Science Foundation; Epilepsy Society; Fundación Bancaria Ibercaja; Fundación Pedro Barrié de la Maza; Mauna Kea Technologies; Barrow Neurological Foundation; Ministerio de Economía y Competitividad; Research to Prevent Blindness; State University of New York; American Epilepsy Society","keywords":"Neurodegeneration; Excitotoxicity; Ictal; Neuroscience; Epilepsy; Hypoxia (environmental); Biology; Medicine; Pathology; Glutamate receptor; Chemistry; Internal medicine; Disease; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001202606,0.0001735549,0.000145762,0.0003052663,0.000100889,0.0001879974,0.00007729832,0.0001441551,0.0004528398],"category_scores_gemma":[0.0001792107,0.00008919772,0.00007790505,0.0001242348,0.000276942,0.0002149285,0.0002012825,0.0002052948,0.00005106167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563277,"about_ca_system_score_gemma":0.00008271993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160233,"about_ca_topic_score_gemma":0.0003089262,"domain_scores_codex":[0.9999645,0.000008806507,0.000003115412,0.000005527203,0.000006347313,0.00001179039],"domain_scores_gemma":[0.9998682,0.00002410794,0.00006112058,0.000009325141,0.00001086874,0.00002638479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008238994,0.00006072249,0.02259821,0.0001028886,0.00002646939,0.001558389,0.0001591433,0.0002314289,0.9617867,0.0005939355,0.0001500137,0.01190813],"study_design_scores_gemma":[0.00004575086,0.0005173043,0.7058145,0.00002339474,0.0001060859,0.004523892,0.0004563087,0.004193973,0.2798403,0.002401161,0.002058694,0.0000186971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964048,0.001257217,0.001607038,0.0000531432,0.000005289263,0.00000961847,0.00003652231,0.00002651954,0.0005998442],"genre_scores_gemma":[0.9989511,0.0005176105,0.0002979977,0.00001437046,0.00000743214,0.000006952733,0.00002185536,0.00000213418,0.000180491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004528398,"threshold_uncertainty_score":0.001514912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952330826484128,"score_gpt":0.3346668344473782,"score_spread":0.2951435261825369,"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."}}