{"id":"W3019766834","doi":"10.1007/s40744-020-00207-6","title":"Depression in Psoriatic Arthritis: Dimensional Aspects and Link with Systemic Inflammation","year":2020,"lang":"en","type":"review","venue":"Rheumatology and Therapy","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Psoriatic arthritis; Medicine; Depression (economics); Alexithymia; Population; Anxiety; Quality of life (healthcare); Disease; Anhedonia; Psoriasis; Comorbidity; Intensive care medicine; Internal medicine; Psychiatry; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006837001,0.0002911633,0.001653832,0.0001154974,0.00008392366,0.00001120028,0.0000274066,0.0002566307,0.00001314559],"category_scores_gemma":[0.0000213575,0.0001879459,0.00005826283,0.0001197425,0.00008167596,0.00003826377,0.00003000748,0.0002518902,0.0000115194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592739,"about_ca_system_score_gemma":0.0001000809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322075,"about_ca_topic_score_gemma":0.00002684787,"domain_scores_codex":[0.9988664,0.0001065589,0.0003843547,0.0003660228,0.0001026098,0.0001740487],"domain_scores_gemma":[0.9994316,0.0001506881,0.0001842035,0.0001293218,0.00002267324,0.00008153464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000168849,0.00002764927,0.004282962,0.002988634,0.0003566458,0.0004640438,0.0001387914,5.494985e-8,3.774294e-7,0.0002939565,0.000008255464,0.9912698],"study_design_scores_gemma":[0.03509914,0.002576932,0.005471861,0.288803,0.0009500725,0.0600973,0.0001450294,0.00004487632,0.000008154527,0.0008448256,0.6048149,0.001143876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02617421,0.9725992,0.000001993778,0.0001473137,0.00009369928,0.0008857679,0.000006142982,0.00003132002,0.00006036855],"genre_scores_gemma":[0.02704468,0.9725773,0.00006284186,0.000024294,0.00003379053,0.0001591358,0.0000625692,0.00002784676,0.000007539513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901259,"threshold_uncertainty_score":0.7664212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560313509668079,"score_gpt":0.2755733332096955,"score_spread":0.2599701981130146,"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."}}