{"id":"W4226096678","doi":"10.4103/aian.aian_8_22","title":"Deciphering the Footprints of Autoimmunity in CNS Demyelinating Disorders","year":2022,"lang":"en","type":"editorial","venue":"Annals of Indian Academy of Neurology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunology; Multiple sclerosis; Autoimmunity; Genetic predisposition; Autoantibody; Human leukocyte antigen; Autoimmune disease; Autoimmune encephalitis; Disease; Antigen; Pathology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042343,0.0003688012,0.0004983777,0.001726978,0.0006201169,0.001073678,0.0005541323,0.000437255,0.003015312],"category_scores_gemma":[0.002878063,0.0002750627,0.0003322861,0.001338538,0.0005402716,0.001541659,0.0008027917,0.001052746,0.0004394712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662767,"about_ca_system_score_gemma":0.0007734321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584506,"about_ca_topic_score_gemma":0.006987147,"domain_scores_codex":[0.9995123,0.0001311751,0.00005063421,0.00009584149,0.0001122821,0.00009776097],"domain_scores_gemma":[0.9985582,0.0003673927,0.0004833401,0.0000851416,0.0002714238,0.000234589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006825501,0.0001057789,0.9146637,0.0005796381,0.0003012688,0.001591566,0.001358248,0.0003339092,0.008418396,0.001183777,0.001982276,0.06879882],"study_design_scores_gemma":[0.00001421355,0.0002270252,0.9833565,0.0004090162,0.00015048,0.003417553,0.002260135,0.0006332725,0.000721729,0.002547246,0.006237933,0.00002494444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9620159,0.02546719,0.001825242,0.002126179,0.0001416637,0.00003812006,0.0007300682,0.00004801964,0.007607678],"genre_scores_gemma":[0.9890136,0.007258813,0.001851095,0.0004018429,0.0002185126,0.00002141843,0.0004774834,0.00001665589,0.000740598],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.004584506,"threshold_uncertainty_score":0.01008719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606881225104112,"score_gpt":0.3792637597120917,"score_spread":0.3231949474610506,"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."}}