{"id":"W2343277680","doi":"10.1177/1073858416645087","title":"The KCC2 Cotransporter and Human Epilepsy","year":2016,"lang":"en","type":"review","venue":"The Neuroscientist","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Missense mutation; Neuroscience; Loss function; Cotransporter; Phenotype; Biology; Genetics; Medicine; Gene; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001055431,0.0005927214,0.0008165466,0.0001999462,0.004483372,0.000763186,0.003285089,0.0001444137,0.00007402297],"category_scores_gemma":[0.0005585044,0.0002513083,0.0003836578,0.001024462,0.005551604,0.0002215165,0.0007598825,0.001186837,0.0005228423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535688,"about_ca_system_score_gemma":0.0001715024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000300609,"about_ca_topic_score_gemma":0.000003760814,"domain_scores_codex":[0.993806,0.001748717,0.0006959117,0.001597491,0.0009378787,0.001213974],"domain_scores_gemma":[0.9949622,0.003001868,0.000388381,0.001334014,0.00003378139,0.0002797179],"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":[0.00003493127,0.0001985251,0.00001864831,0.001630684,0.00001559603,0.001257839,0.00005047216,8.128821e-8,0.1431262,0.01688812,0.02060987,0.816169],"study_design_scores_gemma":[0.0001830863,0.0001138575,0.00002133712,0.000428707,0.0000909005,0.0006718258,0.000001086125,0.000001683995,0.002136101,0.0001787282,0.9958853,0.0002874239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001185137,0.9849841,0.000007323877,0.001725531,0.006882099,0.00262908,0.0002608441,0.0002243357,0.002101525],"genre_scores_gemma":[0.001077547,0.9743817,2.938268e-7,0.001296347,0.0002608628,0.0001930729,8.193276e-7,0.00009444688,0.02269484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752754,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165333141186829,"score_gpt":0.4175055206926805,"score_spread":0.3009722065739976,"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."}}