{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006827642,0.0001586268,0.0008950673,0.00005815315,0.0001429319,0.00002083871,0.000225041,0.0000521673,0.00002728803],"category_scores_gemma":[0.002404319,0.00008350968,0.00005468978,0.0001718217,0.000333308,0.0000710848,0.0001008352,0.0002425422,0.000001364928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007904497,"about_ca_system_score_gemma":0.0007105663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02765442,"about_ca_topic_score_gemma":0.03401187,"domain_scores_codex":[0.996514,0.001962957,0.0005184006,0.0002924635,0.0004023075,0.0003099226],"domain_scores_gemma":[0.9958932,0.002588439,0.0004222667,0.0006750191,0.0001836056,0.0002374152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004657993,0.0001194664,0.9807445,0.0002263673,0.0001422742,0.000007363046,0.006433384,0.00001528653,0.000008770144,0.0001210185,0.0007919322,0.006731622],"study_design_scores_gemma":[0.006589625,0.001662713,0.9897523,0.0007397181,0.000008061366,0.0002407375,0.0005401368,0.00006387986,0.00009919205,0.00004749374,0.0001803028,0.00007586949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815379,0.007760982,0.00001280065,0.007799281,0.0001517845,0.0005556123,0.002147972,0.00002660652,0.000007068843],"genre_scores_gemma":[0.975098,0.0229728,0.00004371279,0.0008872131,0.000008619874,0.00003373275,0.0009357522,0.00001711812,0.000003028258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521182,"threshold_uncertainty_score":0.9836149,"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."}}