{"id":"W4205839940","doi":"10.1038/s41572-021-00293-y","title":"Psoriatic arthritis","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Department of Medicine, University of Toronto; National Institute for Health and Care Research; University of Pennsylvania; Medical Research Council; Biogen; Celgene; National Medical Research Council; University of Toronto; Gilead Sciences; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Dermatology; Rheumatoid arthritis; Disease; Nail disease; Enthesitis; Rheumatoid factor; Arthritis; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007409282,0.0008028837,0.005778004,0.0003388533,0.0001287313,0.00008802917,0.0003996388,0.0009618161,0.002128752],"category_scores_gemma":[0.001970982,0.0005916918,0.003183335,0.001048116,0.0001241235,0.0001124794,0.0002001659,0.00304966,0.001690438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620069,"about_ca_system_score_gemma":0.00366361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001785766,"about_ca_topic_score_gemma":4.293551e-7,"domain_scores_codex":[0.9953979,0.0007183054,0.001540779,0.0009188415,0.000787175,0.0006370261],"domain_scores_gemma":[0.9966999,0.0001208152,0.000575514,0.001624573,0.0001901763,0.0007890775],"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":[0.000008848335,0.0001305757,0.000002377645,0.07154021,0.0003641751,0.0004069239,0.000006181205,8.392181e-9,5.926164e-8,0.0002356188,0.03341592,0.8938891],"study_design_scores_gemma":[0.0003916979,0.00002809944,0.000008778285,0.1099552,0.003121802,0.00006730538,0.000005387402,7.11776e-7,1.451361e-7,0.00001068352,0.8859572,0.000452919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.335664e-7,0.9923052,0.000005667144,0.0001695824,0.0004754826,0.003911016,0.00004852933,0.00008931691,0.002994958],"genre_scores_gemma":[3.126987e-7,0.9939089,0.0002758409,0.000620187,0.000444094,0.0006689504,0.001461895,0.000145447,0.002474383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8934362,"threshold_uncertainty_score":0.9996535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496527870125112,"score_gpt":0.4031977364162876,"score_spread":0.3582324577150365,"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."}}