{"id":"W4380677092","doi":"10.3899/jrheum.2022-1277","title":"The Effect of COVID-19 on Medication Adherence in a Rheumatoid Arthritis (BRAGGSS) and Psoriatic Arthritis (OUTPASS) UK Cohort","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; Medical Research Council; Versus Arthritis; Chugai Pharmaceutical; Newcastle upon Tyne Hospitals NHS Foundation Trust; Newcastle University; Department of Health and Social Care; University of Leeds; National Institute for Health and Care Research; Regeneron Pharmaceuticals; Gilead Sciences; Sanofi; Pfizer; Kiniksa Pharmaceuticals; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Psoriatic arthritis; Coronavirus disease 2019 (COVID-19); Cohort; Pandemic; Anxiety; Internal medicine; Arthritis; Disease; Dermatology; Psychiatry; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001108246,0.0002365453,0.0005406289,0.0004449518,0.001171715,0.001310174,0.0004404045,0.002164983,0.003063986],"category_scores_gemma":[0.007861049,0.0003284258,0.0006355821,0.001224592,0.0004042467,0.0005898448,0.000607411,0.002509256,0.0006607623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336612,"about_ca_system_score_gemma":0.0007902247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07102384,"about_ca_topic_score_gemma":0.07189273,"domain_scores_codex":[0.9985372,0.000562769,0.0001815136,0.0001775041,0.0002559228,0.0002851069],"domain_scores_gemma":[0.995223,0.001024724,0.001316425,0.000341376,0.0006624074,0.001432156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009760217,0.0001393575,0.9848653,0.00003629722,0.0001057105,0.001662345,0.0007327993,0.00003779767,0.0002606774,0.00007586621,0.005842299,0.005265494],"study_design_scores_gemma":[0.00005699596,0.0002587789,0.9968145,0.00004612087,0.00004812916,0.00117315,0.0004580114,0.0001278599,0.00002529778,0.00006775089,0.0009084047,0.00001492111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801009,0.001494828,0.00003913852,0.01350118,0.0002149952,0.00001789015,0.001385423,0.000008327796,0.003237374],"genre_scores_gemma":[0.992863,0.0005522845,0.00006290326,0.004642154,0.0001824453,0.00002248093,0.000369826,0.000006060662,0.001298981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07102384,"threshold_uncertainty_score":0.1412208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339618424495628,"score_gpt":0.2894804036145157,"score_spread":0.2760842193695594,"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."}}