{"id":"W4306896990","doi":"10.1371/journal.pone.0274381","title":"Autoantibody profile in sarcoidosis, analysis from the GRADS sarcoidosis cohort","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Health Sciences, University of Arizona; University of Illinois at Urbana-Champaign; Louisiana Transportation Research Center; University of South Carolina; York University; Yale University; Vanderbilt University; University of Pennsylvania; University of Pittsburgh; Johns Hopkins University; National Jewish Health; University of California, San Francisco; Britton Fund","keywords":"Sarcoidosis; Autoantibody; Medicine; Immunology; Cohort; Pathogenesis; Systemic disease; Pathology; Antibody; Immunopathology","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":[0.0005604535,0.0001908832,0.0003135695,0.0007352631,0.0003565798,0.0005737328,0.0002729625,0.0003411464,0.0008764213],"category_scores_gemma":[0.001199187,0.0001381263,0.0003052392,0.0005854049,0.0002394779,0.0002769872,0.000566249,0.0002769542,0.000284725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945434,"about_ca_system_score_gemma":0.0001490048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010114,"about_ca_topic_score_gemma":0.002772346,"domain_scores_codex":[0.9995725,0.00006396164,0.00004758051,0.0001627849,0.00009431612,0.00005884717],"domain_scores_gemma":[0.9993849,0.00007193714,0.0001918084,0.00008351517,0.00008678243,0.0001810477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006855177,0.00001017334,0.9988114,0.000003164902,0.00001669804,0.00007534197,0.00003026084,0.00001159872,0.0004303147,0.000006041211,0.00007817398,0.0004583007],"study_design_scores_gemma":[0.000003642312,0.00003441761,0.9993432,0.000001603023,0.000008951745,0.000339943,0.00007157652,0.00004247179,0.00003467749,0.000007573693,0.0001107942,0.000001122168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991745,0.00008951553,0.00003677282,0.00001749132,0.000002407442,0.000007255514,0.0004383452,0.000002594665,0.0002310346],"genre_scores_gemma":[0.9989343,0.00004522543,0.00005646772,0.00003073064,0.000006104967,0.000009731968,0.0008388885,0.000002623493,0.00007588091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002010114,"threshold_uncertainty_score":0.003996789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864550041914683,"score_gpt":0.2885029445428602,"score_spread":0.2298574441237133,"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."}}