{"id":"W3000444039","doi":"10.1136/rmdopen-2019-000928","title":"Fatigue numeric rating scale validity, discrimination and responder definition in patients with psoriatic arthritis","year":2020,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation","funders":"Diakonhjemmet; Astellas Pharma; Santen; Celgene; Biogen; Eisai; Chugai Pharmaceutical; Celltrion; Sanofi; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Psoriatic arthritis; Rating scale; Scale (ratio); Arthritis; Physical therapy; Internal medicine; Clinical psychology; Dermatology; Statistics","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":[0.04026064,0.0003132979,0.0009541438,0.0007998347,0.0002968189,0.0005942655,0.0003953603,0.0006957315,0.001107535],"category_scores_gemma":[0.1050551,0.0001746857,0.0006680045,0.0006305285,0.0006613012,0.001034213,0.000857443,0.0008901292,0.0003493096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003284987,"about_ca_system_score_gemma":0.0005074834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002659664,"about_ca_topic_score_gemma":0.0003261574,"domain_scores_codex":[0.9720855,0.02011639,0.002626785,0.0010038,0.003832933,0.000334615],"domain_scores_gemma":[0.9525231,0.03271877,0.008073349,0.001848044,0.004383603,0.0004531038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002794889,0.0005903841,0.898121,0.0004171366,0.0004585904,0.0000878338,0.001683773,0.0009148941,0.001321131,0.0002156219,0.00119113,0.09220361],"study_design_scores_gemma":[0.0006550472,0.006048111,0.9842934,0.0002045087,0.0001723789,0.0006374574,0.0005730044,0.004323644,0.0008060096,0.0006180606,0.001603452,0.00006504993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895024,0.00249279,0.004304562,0.0006127697,0.0000831563,0.0004950709,0.0002722672,0.00003278057,0.002204023],"genre_scores_gemma":[0.9970907,0.0001569052,0.001899287,0.0001691833,0.00004059672,0.0003277001,0.0001865411,0.000005257352,0.00012379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04026064,"threshold_uncertainty_score":0.2129212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07268575223437775,"score_gpt":0.2929933480769486,"score_spread":0.2203075958425709,"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."}}