{"id":"W1233369951","doi":"10.1016/j.jneumeth.2015.08.030","title":"In vivo models of cortical acquired epilepsy","year":2015,"lang":"en","type":"review","venue":"Journal of Neuroscience Methods","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Neurological Disorders and Stroke; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Epileptogenesis; Neuroscience; Epilepsy; Neocortex; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008740148,0.0005852629,0.003266605,0.00206283,0.0001507029,0.0001062551,0.003757657,0.0003096057,0.00004940825],"category_scores_gemma":[0.01112667,0.0004286824,0.000818441,0.004653107,0.001991801,0.001451561,0.0006998411,0.001895492,0.000008993873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662034,"about_ca_system_score_gemma":0.002368188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001813879,"about_ca_topic_score_gemma":1.630518e-7,"domain_scores_codex":[0.9840481,0.009009057,0.002750094,0.001083769,0.00206903,0.001039954],"domain_scores_gemma":[0.9920337,0.004007943,0.002284584,0.0006922673,0.0003083499,0.0006731608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045164,0.00060804,0.000002725919,0.001362604,0.000003568247,0.002681594,0.0001106521,0.0001386083,0.8176616,0.0004347767,0.000976085,0.1759152],"study_design_scores_gemma":[0.0008217487,0.00181264,0.000003558139,0.00173278,0.0002320703,0.006221191,0.0000147148,0.002439314,0.09633637,0.001723758,0.8880653,0.000596599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002159323,0.9799518,0.00388205,0.0002788372,0.01082482,0.001626047,0.0000750522,0.00004054033,0.001161503],"genre_scores_gemma":[0.0002740376,0.9961075,0.002076808,0.0007778764,0.0001902333,0.0000189833,4.079538e-8,0.00006757352,0.0004869981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8870892,"threshold_uncertainty_score":0.9998165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4525695245304866,"score_gpt":0.5693865213377618,"score_spread":0.1168169968072752,"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."}}