{"id":"W2951330810","doi":"10.1136/annrheumdis-2019-eular.6084","title":"SAT0334 DOES DEPRESSION PREDICT FUTURE DISEASE STATUS AND IMPROVEMENTS IN DISEASE PARAMETERS? RESULTS FROM THE COMPLETE STUDIES, A CANADIAN REAL WORLD OBSERVATIONAL COHORT","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; ABB (Canada); Memorial University of Newfoundland","funders":"Celgene; Sanofi; Pfizer; Eli Lilly and Company; Amgen","keywords":"BASDAI; Medicine; BASFI; Psoriatic arthritis; Internal medicine; Depression (economics); Cohort; Observational study; Ankylosing spondylitis; Physical therapy; Logistic regression; Comorbidity; Disease","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":[0.003688816,0.001119884,0.001186401,0.0009128943,0.0028836,0.002058547,0.002345854,0.001399946,0.00260434],"category_scores_gemma":[0.007952641,0.0009279987,0.002445186,0.003832407,0.0009694301,0.0006368161,0.001029415,0.001908135,0.0003940775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006048574,"about_ca_system_score_gemma":0.01393966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9257249,"about_ca_topic_score_gemma":0.9478832,"domain_scores_codex":[0.99725,0.0006237346,0.0002278821,0.0005738667,0.0006620112,0.0006624633],"domain_scores_gemma":[0.993757,0.0007569839,0.001218803,0.001016757,0.002554643,0.0006957852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001808389,0.00008842628,0.9846639,0.0001277683,0.002712144,0.0001132978,0.0003478173,0.0001735731,0.0003562942,0.0002956915,0.00572546,0.003587135],"study_design_scores_gemma":[0.0002478738,0.00006171143,0.9966093,0.00005368699,0.0008225595,0.00006972565,0.0002428737,0.0001735009,0.00004183972,0.00007372823,0.00157809,0.00002518297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606161,0.003912026,0.0005238199,0.001222133,0.0001290472,0.0001620917,0.03013445,0.00002644408,0.003273867],"genre_scores_gemma":[0.9819143,0.001206961,0.000693474,0.0005648726,0.00006852728,0.0001641241,0.0137574,0.00002916417,0.001601234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9257249,"threshold_uncertainty_score":0.149425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532328860527841,"score_gpt":0.3071212008182538,"score_spread":0.2538883147654697,"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."}}