{"id":"W4283694636","doi":"10.1136/annrheumdis-2022-eular.1380","title":"AB0583 REFERRAL PATTERN AND TREATMENT OF POLYMYALGIA RHEUMATICA IN GENERAL PRACTICE: AN INTERNATIONAL QUESTIONNAIRE BASED STUDY","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"Fiona Stanley Hospital; Medizinische Universität Graz; University of Toronto; Universidad de Chile; Universitätsklinikum Erlangen; Aarhus Universitet; Cairo University; Università degli Studi di Pavia; Universitair Medisch Centrum Groningen; Pontificia Universidade Catolica de Campinas; Karl-Franzens-Universität Graz; Rijksuniversiteit Groningen; University of Baghdad; University of Pittsburgh; Massachusetts General Hospital","keywords":"Medicine; Polymyalgia rheumatica; Referral; Respondent; Family medicine; Prednisolone; General practice; Clinical Practice; Physical therapy; Internal medicine; Disease; Giant cell arteritis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007606083,0.0002372174,0.0004372091,0.001270138,0.000606784,0.0007676624,0.0003708682,0.0008478747,0.003891313],"category_scores_gemma":[0.003226828,0.0003246667,0.0005210561,0.002661671,0.0003619377,0.0006815016,0.0006151534,0.0006268426,0.0007405052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741674,"about_ca_system_score_gemma":0.0004973492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008254486,"about_ca_topic_score_gemma":0.008764212,"domain_scores_codex":[0.9989426,0.000421545,0.000161807,0.000130571,0.000172452,0.0001711281],"domain_scores_gemma":[0.9968963,0.0007311017,0.001391895,0.00009047492,0.0003075052,0.0005827493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090214,0.0002217404,0.9977416,0.00002511044,0.00002797348,0.0001041481,0.0003666455,0.00001210029,0.0001677261,0.000009891968,0.00009335685,0.001120647],"study_design_scores_gemma":[0.000009399991,0.0001824786,0.9988301,0.00001079012,0.00001446783,0.0001604287,0.0006579955,0.00002566504,0.000008449215,0.000004832097,0.00009316034,0.00000227541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998468,0.0002090358,0.00002952504,0.00007074432,0.000006251765,0.00001614052,0.0002477003,0.00000152256,0.0009510139],"genre_scores_gemma":[0.9991159,0.0001427076,0.00007001343,0.0001216426,0.0000100776,0.00001873838,0.0002081238,0.000001654087,0.0003111151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008254486,"threshold_uncertainty_score":0.01641291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991844838093577,"score_gpt":0.353186021708807,"score_spread":0.2632675733278712,"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."}}