{"id":"W3108625495","doi":"10.1111/pai.13339","title":"Autoimmune diseases associated with common variable immune deficiency","year":2020,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Common variable immunodeficiency; Autoimmune Gastritis; Immunology; Autoimmunity; Autoimmune hemolytic anemia; Evans syndrome; Autoantibody; Systemic lupus erythematosus; Autoimmune disease; Disease; Immune system; Antibody; 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":[],"category_scores_codex":[0.0002038428,0.000501861,0.0008118996,0.0001654424,0.0008453919,0.00004570004,0.000609279,0.0004745668,0.0009297059],"category_scores_gemma":[0.0003120965,0.0004311107,0.0001286124,0.0008272287,0.0006786044,0.0002760166,0.0003336686,0.0007652871,0.0003003514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834188,"about_ca_system_score_gemma":0.000205013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990828,"about_ca_topic_score_gemma":0.000003558251,"domain_scores_codex":[0.9972091,0.0003564826,0.0006922191,0.0006961456,0.00009006327,0.0009559998],"domain_scores_gemma":[0.9987043,0.0003278972,0.0003722017,0.0004433644,0.0001202737,0.0000319712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01725578,0.01478977,0.1286622,0.0008859184,0.01727203,0.0004979026,0.02752279,0.00293675,0.483298,0.1627255,0.009338112,0.1348153],"study_design_scores_gemma":[0.01875762,0.005309965,0.8246704,0.0001052824,0.001124493,0.0003010073,0.003488381,0.0003119635,0.002036291,0.001733885,0.1389152,0.003245422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6610279,0.3322898,0.0005390511,0.001047846,0.0006867561,0.0003713601,0.00007106007,0.0004920506,0.003474133],"genre_scores_gemma":[0.9941284,0.003854445,0.0000307504,0.0005781611,0.00001773999,0.00005352758,0.0004535921,0.00005194669,0.0008314066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6960083,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006489844460360899,"score_gpt":0.18622523998945,"score_spread":0.1797353955290891,"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."}}