{"id":"W3164570473","doi":"10.1136/annrheumdis-2021-eular.805","title":"OP0047 IDENTIFICATION OF CLINICAL PHENOTYPES IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS, PERIPHERAL SPONDYLOARTHRITIS AND PSORIATIC ARTHRITIS ACCORDING TO PERIPHERAL MUSCULOSKELETAL MANIFESTATIONS: A CLUSTER ANALYSIS IN THE INTERNATIONAL ASAS-PERSPA STUDY","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Cairo University; Università degli Studi di Pavia; Semmelweis Egyetem; Sun Yat-sen University; Universidade de Lisboa; Chonnam National University; Universiteit Leiden; Leids Universitair Medisch Centrum; School of Medicine, Kyorin University; Pfizer; Chang Gung Medical Foundation; Eli Lilly and Company","keywords":"Dactylitis; Medicine; Enthesitis; Psoriatic arthritis; Peripheral; Internal medicine; Cluster (spacecraft); Psoriasis; Arthritis; Hierarchical clustering; Physical therapy; Dermatology; Cluster analysis","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":[0.001001802,0.0009462107,0.0008727949,0.001132704,0.0007547199,0.001321431,0.0007019954,0.0007653345,0.002492939],"category_scores_gemma":[0.002500205,0.0004585707,0.00141939,0.002100164,0.0005115102,0.0005739934,0.001270328,0.001011712,0.0004537968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477107,"about_ca_system_score_gemma":0.0004247107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004962975,"about_ca_topic_score_gemma":0.002710825,"domain_scores_codex":[0.9986499,0.0005176126,0.0001377964,0.0003051063,0.0002047057,0.0001849302],"domain_scores_gemma":[0.9987356,0.0002348924,0.0004404086,0.0001324134,0.0001780306,0.0002786975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001344743,0.00006111542,0.9953466,0.00002040324,0.0004368062,0.0001597659,0.000110529,0.00008669255,0.0008314737,0.00005303606,0.0002767059,0.00127208],"study_design_scores_gemma":[0.00004823984,0.0001110883,0.9988896,0.000005146068,0.0001191476,0.0002089744,0.0002221245,0.0001768463,0.00004662648,0.00005525848,0.0001110342,0.000006094438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998529,0.0001785521,0.0001124775,0.00004699345,0.0000114786,0.00001283469,0.000622267,0.000004149429,0.0004823749],"genre_scores_gemma":[0.9985579,0.0000646916,0.00008470043,0.00002241455,0.00001398975,0.00001347449,0.0009816973,0.000006183117,0.0002548584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004962975,"threshold_uncertainty_score":0.009868205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209546201790353,"score_gpt":0.3370620960493079,"score_spread":0.3149666340314044,"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."}}