{"id":"W2950981519","doi":"10.1136/annrheumdis-2019-eular.5693","title":"SAT0318 PREVALENCE AND PREDICTORS OF DEPRESSION AMONG PATIENTS WITH ANKYLOSING SPONDYLITIS AND PSORIATIC ARTHRITIS IN A CANADIAN REAL WORLD OBSERVATIONAL COHORT: RESULTS FROM THE COMPLETE STUDIES","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ABB (Canada); Penticton Regional Hospital; McMaster University; University of British Columbia; Memorial University of Newfoundland; Centre hospitalier de l'Université Laval","funders":"Karolinska Institutet; Samsung; Pfizer; Eli Lilly and Company","keywords":"Medicine; BASDAI; BASFI; Psoriatic arthritis; Internal medicine; Depression (economics); Adalimumab; Ankylosing spondylitis; Physical therapy; Cohort; Arthritis; 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":[0.00140502,0.0009962246,0.0009983435,0.001661501,0.002581813,0.002085048,0.002385866,0.001300162,0.002187093],"category_scores_gemma":[0.00321831,0.001049589,0.002171947,0.005924042,0.0007974048,0.0007040942,0.001236281,0.001558888,0.0003417851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008774093,"about_ca_system_score_gemma":0.01004413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582061,"about_ca_topic_score_gemma":0.9619855,"domain_scores_codex":[0.9983659,0.0001836023,0.0001603575,0.0003626092,0.0004316946,0.0004959259],"domain_scores_gemma":[0.9970561,0.0001743591,0.0007005915,0.000252821,0.001273825,0.0005423487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542837,0.00004182233,0.997062,0.00003248134,0.0003706456,0.00005484094,0.0001948295,0.00004308806,0.000142184,0.00004795859,0.0008819812,0.0008739329],"study_design_scores_gemma":[0.0000278708,0.00001763663,0.9991689,0.0000133589,0.0001080191,0.00004551898,0.0002223969,0.00007452305,0.00001503746,0.00001094079,0.0002860774,0.000009724009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824262,0.00153744,0.0001275581,0.0002662251,0.00003383821,0.00007207144,0.01413421,0.00001254724,0.001389991],"genre_scores_gemma":[0.9900922,0.0009084209,0.0002763578,0.0001936882,0.0000262881,0.00007020937,0.007617102,0.00001089599,0.0008047065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179388,"threshold_uncertainty_score":0.08407998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316873429034036,"score_gpt":0.2731964186554102,"score_spread":0.2400276843650699,"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."}}