{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211059,0.0001642616,0.000951379,0.0002034528,0.00006469237,0.00004508774,0.0002294006,0.00004289393,0.0001201855],"category_scores_gemma":[0.0002369252,0.0001199617,0.000135406,0.001385085,0.00007958237,0.0001618764,0.0002363203,0.0001662958,0.000002972863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007745113,"about_ca_system_score_gemma":0.0001159674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041295,"about_ca_topic_score_gemma":0.0309462,"domain_scores_codex":[0.9972066,0.0004301028,0.001207407,0.0004176465,0.0005261444,0.0002120618],"domain_scores_gemma":[0.9986544,0.0001599133,0.0003581308,0.0005354092,0.0002460708,0.00004613411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009948298,0.004802825,0.9774595,0.00003548668,0.0008490962,0.0001040086,0.005437165,0.00004671407,0.000007944343,0.00003060946,0.00003447597,0.01019736],"study_design_scores_gemma":[0.02109988,0.001014761,0.966992,0.0003433252,0.0005112452,0.000001647882,0.00971931,0.00005966553,0.00004686417,0.00003161549,0.00007368402,0.0001060235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961318,0.001353806,0.00001045852,0.0002770516,0.00008337721,0.001759989,0.00002963059,0.000004112897,0.0003497902],"genre_scores_gemma":[0.9989586,0.00022086,0.0002996392,0.0001510994,0.00002523621,0.0001609849,0.00008783177,0.0000142206,0.00008150776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0299049,"threshold_uncertainty_score":0.9867365,"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."}}