{"id":"W4404601405","doi":"10.21037/fomm-24-28","title":"Local anaesthetic-induced seizures: a review","year":2024,"lang":"en","type":"review","venue":"Frontiers of Oral and Maxillofacial Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto; McGill University","funders":"","keywords":"Local anaesthetic; Medicine; Anesthesia; Neuroscience; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004227354,0.0006209076,0.004220897,0.0004332768,0.00005304845,0.000008473649,0.0001682798,0.0003159777,0.000111777],"category_scores_gemma":[0.0001932821,0.0003379986,0.0005503462,0.0005967112,0.0005820995,0.00004444996,0.0001161021,0.0006338162,0.00006227577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315029,"about_ca_system_score_gemma":0.0004603662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002750038,"about_ca_topic_score_gemma":0.000005120158,"domain_scores_codex":[0.9972646,0.00007980668,0.0009175208,0.0006099569,0.000668728,0.0004594119],"domain_scores_gemma":[0.9985927,0.00001233911,0.000223053,0.0004616481,0.0001303235,0.0005799085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004565559,0.00007137803,0.00001026324,0.08254825,0.000673865,0.0008691023,0.00002965216,1.272207e-9,2.453325e-7,0.0001343621,0.05147812,0.8641391],"study_design_scores_gemma":[0.0007476356,0.002224784,0.000004749759,0.1008947,0.00922133,0.0005477863,0.00005081247,0.000001900667,6.717553e-7,0.0001429315,0.8859417,0.000220961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003584849,0.9931141,0.0000664513,0.002434924,0.0005832451,0.001986512,0.00006433541,0.00006120122,0.001685646],"genre_scores_gemma":[0.00001314852,0.9971883,0.0003658483,0.0003415213,0.00008184562,0.0001351598,0.0002635299,0.00006912888,0.00154157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8639181,"threshold_uncertainty_score":0.9999072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684899077627544,"score_gpt":0.388400196355155,"score_spread":0.3215512055788796,"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."}}