{"id":"W4301585429","doi":"10.3389/fncir.2022.984802","title":"GABAA signaling, focal epileptiform synchronization and epileptogenesis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Neural Circuits","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Epileptogenesis; Ictal; Neuroscience; Epilepsy; GABAA receptor; Psychology; Electroencephalography; Medicine; Receptor; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003458055,0.001115032,0.0009952901,0.002358527,0.0002805029,0.0009634789,0.0007716038,0.00113023,0.00361119],"category_scores_gemma":[0.0004860399,0.0002663763,0.0003466442,0.002256674,0.0006355879,0.001329279,0.0006407743,0.001566695,0.002347715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007898468,"about_ca_system_score_gemma":0.001078913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258654,"about_ca_topic_score_gemma":0.002143261,"domain_scores_codex":[0.9999019,0.00001600909,0.00001488176,0.00002086252,0.0000310979,0.00001518025],"domain_scores_gemma":[0.9998504,0.00006139664,0.00002587864,0.000004603312,0.00003556457,0.00002218268],"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":[0.0001078997,0.0000911856,0.0001943047,0.01770004,0.00006797114,0.0003420065,0.00007096044,0.0005669334,0.002423102,0.007919181,0.04519405,0.9253224],"study_design_scores_gemma":[0.00001475678,0.00008960999,0.001091257,0.003348859,0.00005691304,0.001482434,0.00007213203,0.00008610397,0.0003520284,0.004237895,0.9891501,0.0000178237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001036723,0.9979993,0.00008668988,0.0002615126,0.0002074549,0.000003981886,0.0000168697,0.000006922222,0.001313767],"genre_scores_gemma":[0.0006023235,0.9984267,0.0000823659,0.0001475251,0.0001419191,0.000005190635,0.00002358021,0.000001016224,0.0005693474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00361119,"threshold_uncertainty_score":0.01208061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049533029547427,"score_gpt":0.3528904930151535,"score_spread":0.2479371900604108,"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."}}