{"id":"W4281747700","doi":"10.3390/ijms23126446","title":"Immunity, Ion Channels and Epilepsy","year":2022,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Epilepsy; Epileptogenesis; Neuroscience; Autoimmune encephalitis; Immune system; Medicine; Immunology; Encephalitis; Immunotherapy; Acquired immune system; Disease; Biology; Internal medicine; Virus","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":[0.0003980896,0.0001496996,0.0006083262,0.0003340273,0.00008616807,0.00006416984,0.0004668687,0.00006127037,0.0002567436],"category_scores_gemma":[0.0001491398,0.00009521985,0.0003512817,0.0001758406,0.0001724922,0.00007273353,0.0002275752,0.0003656531,0.000004366556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004988433,"about_ca_system_score_gemma":0.000222327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007259822,"about_ca_topic_score_gemma":7.921516e-8,"domain_scores_codex":[0.9983981,0.0001324946,0.0004381376,0.0001578295,0.000763676,0.0001097401],"domain_scores_gemma":[0.9991376,0.0001089821,0.0005280049,0.00008030675,0.00008275756,0.00006236391],"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":[0.00001888445,0.0001804812,0.00004741367,0.0001418523,0.0003454,0.001544779,0.0000286316,0.000005675562,0.000006912408,0.0002843091,0.0000409881,0.9973547],"study_design_scores_gemma":[0.0004600732,0.001171132,0.00008529194,0.001287206,0.0003570584,0.004551307,0.00003318478,0.000009634622,0.000005739068,0.0008354287,0.9911009,0.0001030334],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001673462,0.995567,0.00005252579,0.0003612874,0.001050471,0.0001308855,0.000004820233,0.000004741227,0.001154811],"genre_scores_gemma":[0.004561279,0.9948431,0.0001528486,0.0002894251,0.00007274674,0.000005574621,0.000009416526,0.00000885414,0.00005672731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9972516,"threshold_uncertainty_score":0.3882953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06847498200945829,"score_gpt":0.3742546346889099,"score_spread":0.3057796526794516,"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."}}