{"id":"W2913092006","doi":"10.1111/jdv.15443","title":"Utilization of the validated Psoriasis Epidemiology Screening Tool to identify signs and symptoms of psoriatic arthritis among those with psoriasis: a cross‐sectional analysis from the <scp>US</scp>‐based Corrona Psoriasis Registry","year":2019,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research","funders":"Janssen Biotech; Genentech; Valeant Pharmaceuticals International; UCB; Roche; Novartis; AbbVie; Merck; GlaxoSmithKline; Boehringer Ingelheim; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; Momenta Pharmaceuticals; Gilead Sciences","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Epidemiology; Enthesitis; Quality of life (healthcare); Disease; Physical therapy; Internal medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001458737,0.0001780094,0.0003510199,0.0006919918,0.0002728829,0.0005013819,0.0003346826,0.0003389088,0.001028744],"category_scores_gemma":[0.003070365,0.0003267119,0.0004689405,0.0007728055,0.0001947868,0.0004942818,0.0004548927,0.000495681,0.0002908768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494213,"about_ca_system_score_gemma":0.0002928307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692246,"about_ca_topic_score_gemma":0.004504585,"domain_scores_codex":[0.9989323,0.0003369528,0.0001593525,0.0002074006,0.0002627569,0.0001012356],"domain_scores_gemma":[0.9975204,0.0005224036,0.001128428,0.0002255295,0.0003224847,0.0002807573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003461513,0.00003213924,0.9993875,0.000004751972,0.0000244816,0.00002410504,0.00003842296,0.00001486009,0.00006033239,0.000004008276,0.00006209445,0.0003127158],"study_design_scores_gemma":[0.000008160979,0.00008863201,0.9993442,0.000004224986,0.00001784592,0.0001880289,0.0001193012,0.0001181755,0.00002690226,0.000003326013,0.00007910861,0.00000222518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992189,0.00008334275,0.00005338037,0.00001918392,0.000002740031,0.00001610819,0.0003582994,0.000002182704,0.0002459031],"genre_scores_gemma":[0.9994092,0.00005696981,0.0000557133,0.00002547072,0.000004467032,0.00001595296,0.0003815186,0.000001394774,0.00004932706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004692246,"threshold_uncertainty_score":0.009329915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385938888709923,"score_gpt":0.3152920402258842,"score_spread":0.2766981513548919,"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."}}