{"id":"W3194683353","doi":"10.21203/rs.3.rs-805748/v1","title":"A Prospective Longitudinal Study Evaluating The Influence of Immunosuppressives and Other Factors On COVID-19 in Autoimmune Rheumatic Diseases","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER; Ottawa Allergy Research Corporation","funders":"","keywords":"Medicine; Hydroxychloroquine; Internal medicine; Case fatality rate; Coronavirus disease 2019 (COVID-19); Rituximab; Prospective cohort study; Incidence (geometry); Diabetes mellitus; Cyclophosphamide; Relative risk; Rheumatology; Disease; Gastroenterology; Epidemiology; Infectious disease (medical specialty); Endocrinology; Confidence interval; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791809,0.0002659076,0.0003803286,0.0006856828,0.0005098116,0.0005920731,0.0002893887,0.000379403,0.001235618],"category_scores_gemma":[0.002973333,0.0002511039,0.0004714815,0.0008987319,0.0002131648,0.0004606272,0.0004295894,0.0005333297,0.0002085181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311005,"about_ca_system_score_gemma":0.0003393655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780069,"about_ca_topic_score_gemma":0.00171677,"domain_scores_codex":[0.9988552,0.0005063861,0.0001150393,0.0002274892,0.0001406456,0.0001552964],"domain_scores_gemma":[0.9964682,0.0006540056,0.001599171,0.0002407648,0.0004000801,0.0006377859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009116894,0.0000249275,0.9993862,0.000004664065,0.00002892176,0.00003311968,0.00002513912,0.000005287462,0.00005654296,0.000004012099,0.00001512968,0.0003248025],"study_design_scores_gemma":[0.00001119883,0.0003670276,0.999023,0.000006852324,0.00003242047,0.000238589,0.000104814,0.00005239547,0.00002921006,0.00001031975,0.0001217929,0.000002296312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991598,0.0003825712,0.00008183698,0.00001979065,0.000005120277,0.00001028082,0.0001982697,0.000001419495,0.0001408983],"genre_scores_gemma":[0.9993615,0.0001282043,0.0000963465,0.00002392222,0.00001454971,0.00001345741,0.0002896445,9.943691e-7,0.00007150864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791809,"threshold_uncertainty_score":0.009476066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.218270443437534,"score_gpt":0.5643267910877489,"score_spread":0.3460563476502149,"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."}}