{"id":"W4315928450","doi":"10.1093/rheumatology/keac713","title":"An international survey of current management practices for polymyalgia rheumatica by general practitioners and rheumatologists","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"Chugai Pharmaceutical; Region Midtjylland; Swedish Orphan Biovitrum; Novo Nordisk Fonden; Astellas Pharma; Nordic Pharma Group; Ono Pharmaceutical; Eisai; Argenx; Gigtforeningen; Kissei; Aarhus Universitetshospital; Sanofi; Aarhus Universitet; AbbVie; National Institute for Health and Care Research; Stiftung für die Erforschung der Muskelkrankheiten; Pfizer; Rheumatology Research Foundation; Celgene; AstraZeneca; Eli Lilly and Company","keywords":"Polymyalgia rheumatica; Medicine; Family medicine; Internal medicine; Medical education; Physical therapy; Medical physics; Giant cell arteritis; Disease","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":[0.002673986,0.0002293796,0.0002793526,0.001327325,0.0002681983,0.0004793118,0.0003731382,0.0006960061,0.001344144],"category_scores_gemma":[0.006923258,0.0002798126,0.0003365674,0.001906161,0.0003636722,0.0009201251,0.0006205947,0.0005749355,0.0004356602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005227061,"about_ca_system_score_gemma":0.0005988608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006505037,"about_ca_topic_score_gemma":0.005898868,"domain_scores_codex":[0.9975536,0.00109038,0.000473045,0.0002768834,0.0003966259,0.0002094407],"domain_scores_gemma":[0.9899064,0.002229224,0.005643678,0.0003382676,0.0009446341,0.0009378677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004266473,0.00007831769,0.9935338,0.00009886047,0.00002838238,0.00006734739,0.001317633,0.00003444304,0.0001593387,0.00001554182,0.0008373704,0.003786291],"study_design_scores_gemma":[0.000009548576,0.0001609378,0.9974815,0.00003123837,0.000008215703,0.0001648743,0.001376541,0.00006555881,0.00001886898,0.000007012721,0.0006712415,0.000004468346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994283,0.0005186509,0.0001923703,0.0004732866,0.00001229788,0.000112733,0.002735569,0.00001201579,0.001660143],"genre_scores_gemma":[0.9963774,0.0006450609,0.0004443549,0.0005460626,0.0000287857,0.0001294341,0.001410425,0.000004962264,0.0004134533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006505037,"threshold_uncertainty_score":0.01414156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04374668348906032,"score_gpt":0.3646080881423429,"score_spread":0.3208614046532826,"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."}}