{"id":"W4389042392","doi":"10.1093/rheumatology/kead621","title":"An international multicentre analysis of current prescribing practices and shared decision-making in psoriatic arthritis","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medac; University of Oxford; National Institute for Health and Care Research; Chugai Pharmaceutical; Celltrion; Biogen; National Institute on Handicapped Research; Celgene; Gilead Sciences; New York State Department of Health; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; GlaxoSmithKline","keywords":"Medicine; Psoriatic arthritis; Observational study; Demographics; Family medicine; Disease; Internal medicine; Cohort; Physical therapy; Demography","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":[0.005424252,0.0004233683,0.0006066221,0.001993373,0.0004185433,0.001253635,0.000555638,0.0008209904,0.001428607],"category_scores_gemma":[0.01208002,0.0003894379,0.001044881,0.0043651,0.0005071943,0.000858998,0.001593695,0.0006060228,0.0003014823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197532,"about_ca_system_score_gemma":0.00117272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008900844,"about_ca_topic_score_gemma":0.008510051,"domain_scores_codex":[0.9954147,0.002490429,0.0006927605,0.0004784191,0.0005447807,0.0003788442],"domain_scores_gemma":[0.9788529,0.005135527,0.01178519,0.001335085,0.001425362,0.001465912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009499,0.0001461413,0.9931816,0.0001223725,0.0001834119,0.00008451197,0.0006946112,0.0001154425,0.00008931386,0.00002063555,0.0003269181,0.004025488],"study_design_scores_gemma":[0.0001163955,0.000434364,0.998114,0.00003859774,0.00006336065,0.0001664176,0.0005431318,0.0002045845,0.00003482967,0.00001305139,0.0002599806,0.00001138284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983811,0.0003259649,0.00007913835,0.00005253066,0.000004644185,0.0000423333,0.0008262448,0.000004062231,0.0002840071],"genre_scores_gemma":[0.9985922,0.000139842,0.0002184889,0.0000569807,0.00001260526,0.00006114362,0.0008254885,0.000002973366,0.00009020236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008900844,"threshold_uncertainty_score":0.02868652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890568415957268,"score_gpt":0.3687429333458285,"score_spread":0.3298372491862558,"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."}}