{"id":"W4379517707","doi":"10.1136/annrheumdis-2023-eular.6315","title":"POS0584-HPR PROS AND DISEASE ACTIVITY IN YEAR PRIOR TO COVID PREDICT TRAJECTORIES OF DEPRESSION IN ADULTS WITH RA IN FIRST 2 YEARS OF PANDEMIC: DATA FROM THE CANADIAN EARLY ARTHRITIS COHORT","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Canadian Rheumatology Association; Université Laval; Western University; University of Calgary; McGill University; Université de Sherbrooke; McGill University Health Centre","funders":"Pfizer","keywords":"Medicine; Depression (economics); Pandemic; Cohort; Comorbidity; Physical therapy; Longitudinal study; Coronavirus disease 2019 (COVID-19); Disease; Pediatrics; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005400026,0.0005442444,0.0004344996,0.0007245347,0.00122288,0.0009795966,0.001089542,0.0008536109,0.003215055],"category_scores_gemma":[0.001451021,0.0004175816,0.0009975429,0.001715095,0.0003385049,0.000490036,0.0008799194,0.001719203,0.0005058699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002642656,"about_ca_system_score_gemma":0.003679136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7680818,"about_ca_topic_score_gemma":0.8683792,"domain_scores_codex":[0.9994531,0.00005260964,0.00003154127,0.0001137829,0.0001183427,0.0002306466],"domain_scores_gemma":[0.9990791,0.00005209805,0.0002297297,0.00008386253,0.000268847,0.0002863278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828794,0.00003045869,0.9972593,0.00001123397,0.0001238436,0.00003736973,0.00009192167,0.00005382878,0.0001295815,0.00005099324,0.0009382169,0.001090443],"study_design_scores_gemma":[0.000007396274,0.00001627206,0.9991593,0.00001009965,0.00003115266,0.00003723948,0.0002012441,0.00009519425,0.00001400455,0.00001982807,0.0004020167,0.000006209647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984553,0.0008353791,0.00009876797,0.0004050765,0.00005301436,0.00002847343,0.01144105,0.0000105089,0.002574651],"genre_scores_gemma":[0.9923029,0.0003887309,0.0001255523,0.0001595134,0.00002308505,0.0000208473,0.005656586,0.000006256259,0.001316613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319182,"threshold_uncertainty_score":0.4665681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083228676409748,"score_gpt":0.3088623103640278,"score_spread":0.2680300235999303,"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."}}