{"id":"W3164038827","doi":"10.1136/annrheumdis-2021-eular.1598","title":"POS1426 PATIENTS WITH IMMUNE MEDIATED INFLAMMATORY DISEASES ARE OVERREPRESENTED IN LOW- FREQUENCY VIRAL SYMPTOM CLUSTERS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universitätsklinikum Erlangen; Massachusetts General Hospital; Isfahan University of Medical Sciences; University of British Columbia; Friedrich-Alexander-Universität Erlangen-Nürnberg; Faculty of Medicine, University of British Columbia","keywords":"Medicine; Asymptomatic; Poisson regression; Population; Disease; Cluster (spacecraft); Immunology; Internal medicine; Pediatrics","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":[0.0001912791,0.0003288986,0.0004555955,0.0007582389,0.0005686916,0.0007333108,0.0002657753,0.0004438547,0.009830515],"category_scores_gemma":[0.001269045,0.000167714,0.0004246664,0.001036922,0.0002270581,0.0003373514,0.0004271476,0.0004902834,0.00159422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000959098,"about_ca_system_score_gemma":0.0001806689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007829447,"about_ca_topic_score_gemma":0.0009635189,"domain_scores_codex":[0.9995694,0.00009806415,0.00004265947,0.0001038549,0.00006684965,0.0001192473],"domain_scores_gemma":[0.9990018,0.0002023456,0.0004580526,0.00005412025,0.00007473875,0.0002088828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005191285,0.00004544217,0.9900565,0.00003397941,0.00008212772,0.0004713867,0.0001483707,0.00003225336,0.004270648,0.00009216826,0.00050815,0.0037399],"study_design_scores_gemma":[0.00001152952,0.0001192059,0.9958949,0.00001439604,0.00004924191,0.001792818,0.0005163966,0.0001145257,0.0002901766,0.0001321062,0.001056757,0.000007906682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970182,0.0004408323,0.0002123901,0.00008150969,0.00003782377,0.000007809532,0.0006466767,0.00001117666,0.001543607],"genre_scores_gemma":[0.9981711,0.0001430599,0.0001359804,0.00008863542,0.00004473182,0.000009443766,0.0006289831,0.00001462812,0.0007634602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009830515,"threshold_uncertainty_score":0.03288633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956227510890791,"score_gpt":0.3030094332700027,"score_spread":0.2834471581610948,"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."}}