{"id":"W4409899193","doi":"10.1093/rheumatology/keaf142.200","title":"P163 Predictors of work impairment and absence amongst people with psoriatic arthritis (PsA): evidence from the British Society for Rheumatology PsA Register (BSR-PsA)","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Psoriatic arthritis; Register (sociolinguistics); Rheumatology; Medicine; Internal medicine; Psoriasis; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002440089,0.0002022071,0.0008058421,0.001635373,0.0003363817,0.001080274,0.0006311607,0.0006225962,0.00432476],"category_scores_gemma":[0.01554298,0.0003387399,0.001073888,0.004869522,0.0003147781,0.0005607997,0.0006800623,0.0007435257,0.0005989338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751424,"about_ca_system_score_gemma":0.0006782183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758494,"about_ca_topic_score_gemma":0.01826828,"domain_scores_codex":[0.996632,0.001514879,0.0005690887,0.0003008558,0.0007908582,0.0001922499],"domain_scores_gemma":[0.9837422,0.005586897,0.007705701,0.0006636707,0.001641119,0.000660404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003861985,0.00005147227,0.9820833,0.0009877057,0.0004275399,0.00008928045,0.0001117703,0.00006071107,0.00003852239,0.00003781591,0.001842898,0.0138828],"study_design_scores_gemma":[0.00002851011,0.000058895,0.9981586,0.0003356128,0.0002336809,0.0001449409,0.00009909869,0.0001276851,0.00001106616,0.000046923,0.0007503829,0.000004659109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293764,0.04628121,0.0004077788,0.002346477,0.0002090961,0.00004692606,0.01551836,0.00002804585,0.00578581],"genre_scores_gemma":[0.9911505,0.005449529,0.0001163338,0.0001386062,0.0001276738,0.00002801229,0.002727525,0.000006262011,0.000255558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758494,"threshold_uncertainty_score":0.03496522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031005227548593,"score_gpt":0.243031306846951,"score_spread":0.2327212545714651,"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."}}