{"id":"W4280527187","doi":"10.1007/s13311-022-01223-w","title":"Anti-complement Agents for Autoimmune Neurological Disease","year":2022,"lang":"en","type":"review","venue":"Neurotherapeutics","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Immunology; Medicine; Neuromyelitis optica; Complement system; Disease; Autoantibody; Pathogenesis; Complement (music); Myasthenia gravis; Neurology; Autoimmune disease; Eculizumab; Immune system; Multiple sclerosis; Antibody; Biology; Internal medicine; Genetics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001885398,0.0005325765,0.00176919,0.0001639956,0.0002053795,0.00003895182,0.0003708202,0.0001344901,0.002339867],"category_scores_gemma":[0.00004615562,0.0004078216,0.001113945,0.000234968,0.00005916616,0.00001708877,0.0001176925,0.0005992442,0.0000468668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453645,"about_ca_system_score_gemma":0.0002814876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001161058,"about_ca_topic_score_gemma":1.207095e-7,"domain_scores_codex":[0.9974419,0.0002224741,0.0007154612,0.0006720977,0.000452151,0.0004958821],"domain_scores_gemma":[0.9983427,0.0002459676,0.0002815112,0.0008469259,0.00003139248,0.0002515068],"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":[0.0001035523,0.0005194051,0.00006136678,0.007679723,0.0002501788,0.0002754385,0.00001499609,7.073606e-7,9.362037e-7,0.001018147,0.001054434,0.9890211],"study_design_scores_gemma":[0.0008714311,0.000814548,0.0004625043,0.0005002327,0.002300256,0.0001054148,0.000001545586,0.0001300108,9.992031e-8,0.00007303994,0.9944383,0.0003026403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004096691,0.9937637,0.00007441858,0.0004444297,0.0007259704,0.004110643,0.0003843146,0.0001440529,0.0003115421],"genre_scores_gemma":[0.00001972457,0.9920418,0.0001606465,0.004414804,0.000280352,0.0008725338,0.0005777007,0.0001972828,0.001435144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9933838,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387985175770638,"score_gpt":0.415080907067691,"score_spread":0.1762823894906272,"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."}}