{"id":"W3194349271","doi":"","title":"Trends in RA Symptoms, Functional Impacts, and Work Status Prior to and during Early Months of the COVID-19 Pandemic: Results from the Canadian Early Arthritis Cohort (CATCH)","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Cohort study; Arthritis; Betacoronavirus; Severity of illness; Physical therapy; Internal medicine; Virology; Outbreak; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007878055,0.0009243701,0.0007742218,0.002085988,0.002223457,0.001549242,0.001982208,0.001316417,0.002704892],"category_scores_gemma":[0.001852419,0.0007158199,0.001723266,0.005834582,0.0005293944,0.0007699658,0.001764286,0.001914392,0.0005587557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009446332,"about_ca_system_score_gemma":0.01592042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9791712,"about_ca_topic_score_gemma":0.9851844,"domain_scores_codex":[0.9985237,0.00006488649,0.0000854894,0.000257067,0.0003763274,0.0006926025],"domain_scores_gemma":[0.9982779,0.00004532831,0.0003400398,0.00008409356,0.0007131897,0.0005394709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001993006,0.00003548585,0.9949247,0.00004754504,0.0001953349,0.0000432092,0.0002662315,0.00009298228,0.0001095823,0.00005198988,0.002555918,0.00147771],"study_design_scores_gemma":[0.000007129432,0.00001976011,0.9989642,0.00001833069,0.00003069609,0.00002619938,0.000372693,0.00006015587,0.000009574906,0.000008412951,0.0004743606,0.000008497163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170457,0.001418765,0.0001303738,0.0003588461,0.00004846391,0.00009044222,0.07814678,0.00003523589,0.002725463],"genre_scores_gemma":[0.9665502,0.001035481,0.0002659817,0.0002194465,0.0000307044,0.00009746102,0.03035907,0.00001759921,0.001424158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082878,"threshold_uncertainty_score":0.06853831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841845496126178,"score_gpt":0.268023368671361,"score_spread":0.2496049137100992,"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."}}