{"id":"W4283593163","doi":"10.1136/annrheumdis-2022-eular.895","title":"OP0025 FACTORS ASSOCIATED WITH FATIGUE AND ITS IMPROVEMENT – A PRINCIPAL COMPONENT ANALYSIS OF PATIENTS WITH ACTIVE PSORIATIC ARTHRITIS FROM GUSELKUMAB PHASE 3 TRIALS","year":2022,"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":"Memorial University of Newfoundland","funders":"Celgene; Pfizer; Amgen","keywords":"Medicine; Psoriatic arthritis; Internal medicine; Quality of life (healthcare); Placebo; Physical therapy; Disease; Pathology","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":[0.003303074,0.0008017367,0.001626709,0.0006580816,0.0004180321,0.001060147,0.0004452842,0.0003931727,0.001726196],"category_scores_gemma":[0.004098599,0.0001990555,0.003233348,0.001168214,0.0002496863,0.0005184507,0.0006789141,0.0008633964,0.0001853332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464899,"about_ca_system_score_gemma":0.0005527884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321151,"about_ca_topic_score_gemma":0.001972502,"domain_scores_codex":[0.9976881,0.001345527,0.0002047359,0.0002676075,0.0002853822,0.000208671],"domain_scores_gemma":[0.9980003,0.0008744746,0.0005438941,0.0001626341,0.0001826018,0.0002359633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08115381,0.0009613247,0.800176,0.0007854399,0.02053331,0.0002773028,0.0003329187,0.003236862,0.005689396,0.0002309925,0.002227556,0.08439519],"study_design_scores_gemma":[0.001545768,0.0027838,0.9881927,0.0000424064,0.003546601,0.0001576316,0.0001260177,0.002285077,0.0002164502,0.0001500265,0.000923225,0.0000302308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965284,0.001844446,0.000372057,0.0001040153,0.00002794288,0.00006143626,0.0007075767,0.00001241754,0.0003416908],"genre_scores_gemma":[0.9972715,0.0003321018,0.0002775775,0.00005425494,0.00003422893,0.00004601542,0.001792359,0.000008295101,0.0001836909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003303074,"threshold_uncertainty_score":0.01746857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07211055022452982,"score_gpt":0.3257957578962785,"score_spread":0.2536852076717486,"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."}}