{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003653789,0.00008634213,0.000174035,0.0001135866,0.00006824364,0.00003054759,0.00008219615,0.00006025217,0.00005503219],"category_scores_gemma":[0.0001951252,0.00007512468,0.00004422462,0.0001564853,0.00005745007,0.0001841636,0.00003259106,0.00009424597,0.00001517574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002145959,"about_ca_system_score_gemma":0.00003000043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560329,"about_ca_topic_score_gemma":0.00002101038,"domain_scores_codex":[0.9991531,0.0000602131,0.0002408713,0.000203433,0.0001968119,0.0001455689],"domain_scores_gemma":[0.9992618,0.0001210429,0.0002392854,0.0001779212,0.0001174511,0.0000824758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330587,0.003537769,0.497856,0.003130154,0.005737783,0.0001192429,0.002124133,0.0001689484,0.00725437,0.1160639,0.2591598,0.1035173],"study_design_scores_gemma":[0.00419149,0.0003646017,0.9506149,0.000365701,0.0002806516,0.00009991937,0.0003573291,0.008166109,0.0002599891,0.0007522401,0.03429286,0.0002541735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926551,0.0007373501,0.001122904,0.002117412,0.0005428292,0.0006054376,0.0005267963,0.0001029734,0.001589213],"genre_scores_gemma":[0.9894037,0.004952633,0.001389849,0.00004983324,0.00002495491,0.00009678482,0.003413944,0.00001694241,0.0006513738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452759,"threshold_uncertainty_score":0.3063495,"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."}}