{"id":"W3041219473","doi":"10.1093/rap/rkaa032","title":"Systematic literature review of non-topical treatments for early, untreated (systemic therapy naïve) psoriatic disease: a GRAPPA initiative","year":2020,"lang":"en","type":"review","venue":"Rheumatology Advances in Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"National Health and Medical Research Council; University of South Australia; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Dactylitis; Enthesitis; Apremilast; Psoriatic arthritis; Psychological intervention; Disease; Physical therapy; Psoriasis; Enthesopathy; Clinical trial; Dermatology; Internal medicine; Arthritis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098483,0.001751836,0.01096486,0.01308587,0.0008000314,0.002997434,0.002417728,0.002140689,0.007370625],"category_scores_gemma":[0.03802403,0.001165729,0.008722587,0.01229902,0.0009367464,0.002375105,0.002012795,0.001422411,0.0006720774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004339676,"about_ca_system_score_gemma":0.01750417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009070783,"about_ca_topic_score_gemma":0.02674385,"domain_scores_codex":[0.9902984,0.003639885,0.003536382,0.0007003075,0.00155537,0.0002696393],"domain_scores_gemma":[0.9738764,0.01713515,0.005094288,0.00046858,0.003042822,0.0003828146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001467098,0.00001161711,0.000189546,0.9750167,0.005014895,0.00005595771,0.0001112767,0.00004172614,0.0001096629,0.0001251862,0.001258478,0.0179183],"study_design_scores_gemma":[0.0002421997,0.0001665306,0.001472421,0.9341123,0.04818688,0.0001692904,0.0001798928,0.00003688167,0.00009660295,0.0001685253,0.01514687,0.00002169901],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008307765,0.9964981,0.000210023,0.0003713796,0.0001706215,0.0007027335,0.0007916846,0.00001544056,0.0004092485],"genre_scores_gemma":[0.009287032,0.9869092,0.0008353468,0.0009063458,0.00009942246,0.001268523,0.0004984793,0.000009555315,0.0001861315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01308587,"threshold_uncertainty_score":0.05809397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220326363419317,"score_gpt":0.3819751106726014,"score_spread":0.3599424743306697,"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."}}