{"id":"W4307497502","doi":"10.1136/lupus-2022-000755","title":"Health information use by patients with systemic lupus erythematosus (SLE) pre and during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Systems, Applications & Products in Data Processing (Canada); Centre hospitalier de l'Université Laval; University of Manitoba; University of Calgary; McGill University; University of Waterloo; McGill University Health Centre; Dalhousie University; University of Toronto","funders":"Canadian Institutes of Health Research; Feinberg School of Medicine; EMD Serono; National Institutes of Health; National Center for Advancing Translational Sciences; National Research Foundation of Korea; Eli Lilly and Company; Eusko Jaurlaritza; National Research Foundation; National Institute for Health and Care Research; Arthritis Society; Glenmark Pharmaceuticals; Manchester Biomedical Research Centre; Mallinckrodt Pharmaceuticals; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Lupus Research Alliance; McGill University; Astellas Pharma; University of Calgary; Biogen; Pfizer; Northwestern University; National Center for Research Resources; Versus Arthritis; GlaxoSmithKline; Johns Hopkins University; Bristol-Myers Squibb; AstraZeneca; Université Laval","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Hydroxychloroquine; Intensive care medicine; Immunology; Virology; Disease; Internal medicine; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003494902,0.0003105118,0.0006517675,0.0005519243,0.00190224,0.0001023509,0.0006035526,0.00005373801,0.00009764225],"category_scores_gemma":[0.001355008,0.0001753783,0.00003938601,0.00179438,0.001488262,0.0008658259,0.0003716906,0.0006100595,0.00001029549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158201,"about_ca_system_score_gemma":0.001343005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009665772,"about_ca_topic_score_gemma":0.00004749934,"domain_scores_codex":[0.9940731,0.0002784195,0.000804583,0.0005803276,0.003353498,0.0009100594],"domain_scores_gemma":[0.996896,0.000410539,0.0005076734,0.0008974545,0.000321294,0.0009670195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004677684,0.00005514921,0.9661935,0.001232729,0.00002302313,0.00001241646,0.02119515,0.00006666949,0.0006602753,0.00005897988,0.009684994,0.0003493176],"study_design_scores_gemma":[0.05814551,0.007344624,0.1097244,0.00437743,0.000278982,0.6304696,0.08522058,0.00317166,0.00007646495,0.00007382169,0.09966028,0.001456628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896115,0.001569567,0.0002132462,0.004349434,0.001098219,0.002802079,0.00005690838,0.0001687961,0.0001302642],"genre_scores_gemma":[0.9937448,0.0002104741,0.00003236876,0.002913754,0.00007448227,0.0002613673,0.00007545257,0.00002895294,0.002658381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564691,"threshold_uncertainty_score":0.9993972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181570460147812,"score_gpt":0.3025545220550512,"score_spread":0.280738817453573,"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."}}