{"id":"W3023401323","doi":"10.3899/jrheum.190422","title":"Evaluation of Changes in Skin and Joint Outcomes and Associated Treatment Changes in Psoriatic Arthritis (PsA): Experience From the Corrona PsA/SpA Registry","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Internal medicine; Demographics; Body surface area; Arthritis; Dermatology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006571981,0.000199795,0.0006462892,0.001054246,0.0003796309,0.0008001403,0.0005651399,0.0002451153,0.0009541624],"category_scores_gemma":[0.009965715,0.0001769885,0.0005123265,0.001832925,0.0002667598,0.0006355058,0.00109916,0.0003884668,0.0004080322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995279,"about_ca_system_score_gemma":0.0008844736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008513786,"about_ca_topic_score_gemma":0.01505468,"domain_scores_codex":[0.9946009,0.002664201,0.000686135,0.0005655909,0.001195128,0.0002880213],"domain_scores_gemma":[0.988043,0.001786622,0.006303968,0.001040556,0.002096019,0.0007300292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003271007,0.0000610381,0.9844031,0.00006132534,0.0001043591,0.00006062417,0.0001706337,0.00008769734,0.0001405616,0.00002968315,0.001439851,0.01311407],"study_design_scores_gemma":[0.00002608273,0.0002114686,0.9964239,0.00004792406,0.00006855017,0.0003606633,0.0003332215,0.0002590906,0.000173618,0.00001599171,0.002070055,0.000009568463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848768,0.002669148,0.0007661066,0.0004055459,0.00003580128,0.0001284604,0.006895499,0.00006566713,0.004156977],"genre_scores_gemma":[0.9928464,0.001024493,0.0007752174,0.0001504066,0.00005866156,0.0001083675,0.004443895,0.0000145296,0.0005778868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008513786,"threshold_uncertainty_score":0.03475636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294478662268165,"score_gpt":0.3032392954524256,"score_spread":0.250294508829744,"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."}}