{"id":"W4285585504","doi":"10.1016/j.autrev.2022.103143","title":"Seronegative autoimmune diseases: A challenging diagnosis","year":2022,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Immunology; Disease; Autoantibody; Rheumatoid arthritis; Autoimmune disease; Autoimmune hepatitis; Autoimmunity; Antiphospholipid syndrome; Intensive care medicine; Antibody; Hepatitis; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.001600602,0.001018506,0.005683021,0.0006695171,0.0006751617,0.0001000087,0.0009336626,0.0001980387,0.01230009],"category_scores_gemma":[0.001332506,0.0008055631,0.003047858,0.001465781,0.0001814121,0.0001762872,0.001675592,0.002017465,0.00164972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115681,"about_ca_system_score_gemma":0.0009055624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303082,"about_ca_topic_score_gemma":0.000003390369,"domain_scores_codex":[0.9935098,0.002085233,0.001672927,0.0008686567,0.0009027257,0.0009606339],"domain_scores_gemma":[0.9952434,0.0006275835,0.0008053755,0.002679649,0.00006672659,0.0005773206],"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":[0.00001375615,0.0007566237,0.000004057976,0.09028488,0.000811063,0.0002130364,0.00008860552,1.571108e-7,2.804593e-8,0.0001811359,0.01060795,0.8970387],"study_design_scores_gemma":[0.0004951928,0.0002407592,0.00008090679,0.03358116,0.005673629,0.00005379372,0.00009381249,0.000007302692,2.709777e-8,0.00003025413,0.9591089,0.0006342437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.932559e-7,0.9836209,0.00001590431,0.0002231622,0.0002991032,0.008312646,0.0002027034,0.0002859453,0.007039118],"genre_scores_gemma":[0.000001414988,0.9796857,0.00008393752,0.0002792056,0.0001505779,0.01277342,0.002631713,0.0001834679,0.004210589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.948501,"threshold_uncertainty_score":0.9994395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835994986279664,"score_gpt":0.4174827048595677,"score_spread":0.2338832062316014,"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."}}