{"id":"W1984308387","doi":"10.1007/s10867-009-9144-1","title":"Transformation of neuronal modes associated with low-Mg2 + /high-K +  conditions in an in vitro model of epilepsy","year":2009,"lang":"en","type":"article","venue":"Journal of Biological Physics","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Biological system; Nonlinear system; Hippocampal formation; Coding (social sciences); Principal component analysis; Transformation (genetics); Neuroscience; Complex system; Computer science; Mathematics; Chemistry; Physics; Artificial intelligence; Biology; Statistics","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":[0.0002839582,0.00009855196,0.0003203345,0.0001537158,0.00003664964,0.000008414345,0.0002997878,0.00006127979,0.000004266638],"category_scores_gemma":[0.000187673,0.00006690375,0.00006746381,0.0005688209,0.0003137204,0.0004721532,0.00001348941,0.0004279073,3.969182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002444491,"about_ca_system_score_gemma":0.00008956235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001005537,"about_ca_topic_score_gemma":7.104838e-7,"domain_scores_codex":[0.9984789,0.0003410574,0.0004770203,0.0001586596,0.0003223346,0.0002220621],"domain_scores_gemma":[0.9991653,0.0002768091,0.0003155381,0.00007467127,0.0000977388,0.00006992135],"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":[0.0006317078,0.001178147,0.0006704206,0.00000376161,0.00000109569,0.00002441582,0.0000830176,0.03140957,0.9648824,0.0007266743,0.000002276905,0.0003865708],"study_design_scores_gemma":[0.001084696,0.002082588,0.01838328,0.00002478051,0.000004598086,0.000006571547,0.00001555451,0.03782688,0.9337215,0.00678586,1.525746e-7,0.00006349303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992206,0.000002466432,0.0003450901,0.0001789839,0.00002445215,0.0001244407,0.00004618779,0.000004778221,0.00005299625],"genre_scores_gemma":[0.9994841,0.00005679201,0.00003283083,0.0004013513,0.00001601065,0.00000167998,0.000001703697,0.000003700164,0.000001848175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03116079,"threshold_uncertainty_score":0.2728256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0868296471249655,"score_gpt":0.3485111937733127,"score_spread":0.2616815466483473,"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."}}