{"id":"W3213865805","doi":"10.1136/rmdopen-2021-001728","title":"Identification of clinical phenotypes of peripheral involvement in patients with spondyloarthritis, including psoriatic arthritis: a cluster analysis in the worldwide ASAS-PerSpA study","year":2021,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Janssen Pharmaceuticals; University College London; UCB; AbbVie; Merck; National Institute for Health and Care Research; Novartis; University College London Hospitals NHS Foundation Trust; Pfizer; Eli Lilly and Company","keywords":"Dactylitis; Medicine; Enthesitis; Peripheral; Psoriatic arthritis; Cluster (spacecraft); Psoriasis; Internal medicine; Phenotype; Arthritis; Dermatology","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":[0.001340361,0.0005346378,0.0006081733,0.001308454,0.0005019993,0.0007074943,0.0003294481,0.0004211437,0.001124601],"category_scores_gemma":[0.003252861,0.0003133947,0.0004970325,0.001463206,0.000405179,0.0003322078,0.0008697564,0.0003966326,0.0002211234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767876,"about_ca_system_score_gemma":0.0003288199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921155,"about_ca_topic_score_gemma":0.002488179,"domain_scores_codex":[0.9987621,0.0005741589,0.0001174155,0.0002424684,0.0001796978,0.0001242136],"domain_scores_gemma":[0.9983431,0.0003065292,0.0006338021,0.0001929723,0.0002379928,0.0002855154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003091595,0.00002189387,0.9975001,0.00001292575,0.0001131759,0.0001047635,0.0001884342,0.0000908701,0.0004551485,0.00001722693,0.00008089672,0.001105466],"study_design_scores_gemma":[0.00001910866,0.00008910637,0.9986773,0.000007171149,0.00003979034,0.0003655506,0.0003133516,0.0003180928,0.00005138342,0.00002846523,0.00008599534,0.000004751041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995796,0.00007959688,0.0001075662,0.00001161455,0.000001828316,0.000009810739,0.00008424738,0.000001789805,0.0001239064],"genre_scores_gemma":[0.9996238,0.00002476522,0.0001031811,0.000004864536,0.000003402915,0.000007532954,0.0001941274,0.000001678775,0.00003661745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002921155,"threshold_uncertainty_score":0.007088602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654874371965102,"score_gpt":0.3491122482458432,"score_spread":0.3125635045261922,"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."}}