{"id":"W4283123031","doi":"10.1101/2022.06.13.495951","title":"Autoantigenic properties of the aminoacyl tRNA synthetase family in idiopathic inflammatory myopathies","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovative Medicines Initiative; Reumatikerförbundet; Ministero dello Sviluppo Economico; Novartis Pharma; Kungliga Tekniska Högskolan; Karolinska Institutet; Ontario Ministry of Economic Development and Innovation; Konung Gustaf V:s och Drottning Victorias Frimurarestiftelse; European Federation of Pharmaceutical Industries and Associations; Merck KGaA; Fundação de Amparo à Pesquisa do Estado de São Paulo; Genome Canada; Hjärt-Lungfonden; Diamond Light Source; McGill University; European Commission; Science for Life Laboratory; Vetenskapsrådet; Pfizer; Bristol-Myers Squibb","keywords":"Autoantibody; Myositis; Medicine; Aminoacyl tRNA synthetase; Clinical significance; Immunology; Pathogenesis; Internal medicine; Antibody; Biology; Transfer RNA; Genetics; Gene; RNA","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002498938,0.0003194864,0.0002075074,0.0007740511,0.0002073844,0.0002761347,0.00011907,0.0002784591,0.0008883304],"category_scores_gemma":[0.0007872637,0.0001007489,0.0001374752,0.0004527735,0.0001748,0.0001366265,0.0001828974,0.0001422517,0.0001897894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119006,"about_ca_system_score_gemma":0.00005746497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002765036,"about_ca_topic_score_gemma":0.0002274158,"domain_scores_codex":[0.9997657,0.00005236166,0.00003665271,0.00006283975,0.00004984715,0.00003263704],"domain_scores_gemma":[0.9995821,0.0001109372,0.0001936966,0.00001693158,0.0000393562,0.00005695266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006636053,0.00004270815,0.9224005,0.00006608394,0.00005353422,0.002249846,0.0001107877,0.0001715132,0.06562968,0.00004690269,0.0001360145,0.008428792],"study_design_scores_gemma":[0.00001791703,0.0003274858,0.9735097,0.00001662432,0.00005452848,0.0185365,0.0001305352,0.0007587291,0.005872624,0.00007545331,0.0006944522,0.000005380233],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986755,0.0008953318,0.0001343288,0.00001643468,0.000003804732,0.000001676342,0.00004823479,0.000004718535,0.0002200358],"genre_scores_gemma":[0.9996432,0.0001215958,0.0001068115,0.000009472642,0.000008794304,0.000001502175,0.00005262095,7.238389e-7,0.00005513639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008883304,"threshold_uncertainty_score":0.002971709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491594482789609,"score_gpt":0.2058425349847157,"score_spread":0.1909265901568196,"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."}}