{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003253561,0.0007965868,0.0009066919,0.001585317,0.0002948247,0.0008987389,0.0005144792,0.001069888,0.004010268],"category_scores_gemma":[0.000474455,0.0001513447,0.0003627801,0.001371939,0.0005122615,0.0009805486,0.0005949303,0.001899046,0.001780835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839683,"about_ca_system_score_gemma":0.0009650693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040549,"about_ca_topic_score_gemma":0.001807739,"domain_scores_codex":[0.999866,0.00002459177,0.00001800964,0.00002243116,0.0000503882,0.00001851265],"domain_scores_gemma":[0.9998154,0.00009161809,0.00002534287,0.000004488366,0.00004087642,0.00002227254],"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":[0.00006771166,0.00008064213,0.0003375293,0.01197863,0.00007715817,0.0002539554,0.00008061221,0.0002312383,0.000914813,0.005373897,0.04483793,0.9357659],"study_design_scores_gemma":[0.00001414806,0.0000863095,0.001176918,0.003549982,0.00006871671,0.001952088,0.00006618594,0.00005688645,0.0001981271,0.003749686,0.9890689,0.00001209582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006581906,0.9987135,0.00003208869,0.0002717989,0.0001925918,0.000001533002,0.000005382346,0.000003610708,0.0007136958],"genre_scores_gemma":[0.0007382904,0.9980605,0.00004704766,0.0002148922,0.0002962578,0.00000286672,0.00001567031,6.356005e-7,0.0006238249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004010268,"threshold_uncertainty_score":0.01341563,"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."}}