{"id":"W3186673974","doi":"10.1016/s2665-9913(21)00175-2","title":"Immediate effect of the COVID-19 pandemic on patient health, health-care use, and behaviours: results from an international survey of people with rheumatic diseases","year":2021,"lang":"en","type":"article","venue":"The Lancet Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Arthritis Patient Alliance; McMaster University; Queen's University; Impact","funders":"Cilag; Vasculitis Clinical Research Consortium; Roche; Vasculitis Foundation; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Biogen; European League Against Rheumatism; Gilead Sciences; Department of Health and Aged Care, Australian Government; Sanofi; Meso Scale Diagnostics; AbbVie; National Institute for Health and Care Research; Novartis; Pfizer; American College of Rheumatology Research and Education Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Family medicine; Virology; Political science; Disease; Outbreak; Pathology; Infectious disease (medical specialty)","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":[0.002480464,0.0004269707,0.0005065427,0.0005690837,0.0007817019,0.001339768,0.0007175845,0.002042321,0.002377216],"category_scores_gemma":[0.007104436,0.0005723856,0.001879973,0.001581201,0.0007417843,0.001560104,0.003077119,0.003373834,0.000509858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009326671,"about_ca_system_score_gemma":0.00130694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05759073,"about_ca_topic_score_gemma":0.06639564,"domain_scores_codex":[0.9975287,0.0008545339,0.0002733952,0.0003309312,0.0002970196,0.0007153925],"domain_scores_gemma":[0.9953154,0.0008035273,0.001793426,0.000390981,0.0004686975,0.001227996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002126824,0.000176017,0.9961877,0.00004185972,0.0001389549,0.00004383161,0.0007607042,0.00003999863,0.00009388163,0.00002478125,0.00051509,0.001764441],"study_design_scores_gemma":[0.000005786603,0.00008955516,0.9989097,0.00001380132,0.00002010008,0.00001925776,0.0007309652,0.00001817214,0.00001229663,0.000006732118,0.0001688166,0.000004805293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925508,0.0003998879,0.00006846016,0.001025206,0.00005037452,0.00004600566,0.004363208,0.000004830614,0.00149105],"genre_scores_gemma":[0.9957358,0.0003342305,0.0001227656,0.0009844977,0.00004605857,0.0000658141,0.002293154,0.000006800608,0.0004109937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05759073,"threshold_uncertainty_score":0.114511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04316571071813616,"score_gpt":0.3471901361944548,"score_spread":0.3040244254763186,"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."}}