{"id":"W4400654581","doi":"10.3899/jrheum.2024-0362","title":"Hot Topics: Depression in Individuals With Psoriasis and Psoriatic Arthritis","year":2024,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriatic arthritis; Psoriasis; Mental health; Depression (economics); Medicine; Anxiety; Mood; Quality of life (healthcare); Affect (linguistics); Disease; Psychiatry; Mood disorders; Psychology; Internal medicine; Dermatology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003734828,0.000658059,0.001463876,0.001630901,0.0003129635,0.001104108,0.0006118261,0.001297263,0.008480149],"category_scores_gemma":[0.0009047644,0.0002073134,0.0006734886,0.001774809,0.0002675591,0.001017508,0.0006233806,0.001623451,0.003371675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264944,"about_ca_system_score_gemma":0.0007955991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008710772,"about_ca_topic_score_gemma":0.002028432,"domain_scores_codex":[0.9997509,0.00004294813,0.00004255116,0.0000375193,0.0001048822,0.00002120657],"domain_scores_gemma":[0.9996773,0.000117284,0.00006186711,0.000006943867,0.00008601695,0.00005063431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008050261,0.00004597109,0.0002101155,0.02035471,0.00009665567,0.0001419622,0.00006229844,0.0001048077,0.0007425452,0.001005695,0.1170394,0.8601155],"study_design_scores_gemma":[0.00004016732,0.00009307449,0.001945493,0.009427398,0.0001611282,0.001823745,0.00008953935,0.00006880905,0.0001846976,0.0009701874,0.9851773,0.00001847597],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001183668,0.994985,0.00007255768,0.0009400009,0.002031384,0.00001454927,0.00004124984,0.00001623447,0.001780673],"genre_scores_gemma":[0.0009019289,0.9940598,0.0001741311,0.001232369,0.001516304,0.0000153881,0.00008394476,0.000003449098,0.002012701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008480149,"threshold_uncertainty_score":0.02836895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105791392749182,"score_gpt":0.2746241748676947,"score_spread":0.2535662609402028,"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."}}