{"id":"W4210403080","doi":"10.1111/pai.13646","title":"Impact of COVID‐19 in immunosuppressive drug‐naïve autoimmune disorders: Autoimmune gastritis, celiac disease, type 1 diabetes, and autoimmune thyroid disease","year":2022,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Autoimmune Gastritis; Autoimmunity; Immunology; Type 1 diabetes; Autoimmune disease; Disease; Population; Diabetes mellitus; 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":[0.0005092448,0.000495419,0.0009099355,0.0008790867,0.0004631,0.00004096042,0.0004011234,0.0001012112,0.001417879],"category_scores_gemma":[0.000612884,0.0004832945,0.0003051966,0.0009983471,0.0004979353,0.0002234568,0.00145058,0.0007697593,0.00001199806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163999,"about_ca_system_score_gemma":0.001585699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128487,"about_ca_topic_score_gemma":0.0000232187,"domain_scores_codex":[0.9962689,0.0005111197,0.000814599,0.0007959837,0.0005383086,0.001071104],"domain_scores_gemma":[0.9977203,0.0002825693,0.0003229471,0.000869453,0.0001194774,0.0006852698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02604716,0.008362021,0.8942593,0.002147123,0.004555393,0.00149055,0.002293426,0.001309229,0.004422688,0.002456732,0.01944742,0.03320892],"study_design_scores_gemma":[0.006682766,0.001422419,0.9701579,0.00004001345,0.0002855711,0.00001735194,0.0005064612,0.0005469244,0.000002529717,0.0009473545,0.0189517,0.0004389969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6815658,0.3151329,0.000009835238,0.001639605,0.0002477479,0.0009032129,0.0002350255,0.00008481854,0.0001810785],"genre_scores_gemma":[0.8628346,0.1346716,0.00002927505,0.000138228,0.00006614962,0.0003449287,0.000818861,0.00005867358,0.001037758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812688,"threshold_uncertainty_score":0.9997619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007356044751015769,"score_gpt":0.2614219545013026,"score_spread":0.2540659097502869,"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."}}