{"id":"W4283705540","doi":"10.1136/annrheumdis-2022-eular.1486","title":"AB0584 MANAGEMENT OF REFERRALS, TREATMENT STRATEGY, AND RESEARCH CHALLENGES IN POLYMYALGIA RHEUMATICA AMONGST RHEUMATOLOGISTS WORLDWIDE: A QUESTIONNAIRE BASED STUDY","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Medicine; Polymyalgia rheumatica; Respondent; Referral; Prednisolone; Family medicine; Clinical trial; Population; Rheumatology; Physical therapy; Internal medicine; Disease; Vasculitis; Environmental health; Giant cell arteritis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001743029,0.0001661612,0.0003773595,0.001200627,0.0007990728,0.001160629,0.0003958885,0.000906548,0.002455],"category_scores_gemma":[0.008825555,0.0002685563,0.0003615117,0.002079938,0.0004023408,0.001163228,0.0009947651,0.0006197778,0.0004751119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428736,"about_ca_system_score_gemma":0.001164646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007230073,"about_ca_topic_score_gemma":0.008463812,"domain_scores_codex":[0.9974357,0.00117996,0.0003759263,0.0001675746,0.0003871655,0.0004536613],"domain_scores_gemma":[0.9935842,0.001612818,0.002958886,0.0001020548,0.0007989766,0.0009429623],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005140646,0.000256801,0.9949288,0.00003646515,0.00001598847,0.0001563916,0.001541516,0.00001766312,0.0001431759,0.00002381649,0.0001731508,0.002654823],"study_design_scores_gemma":[0.0000112705,0.0002516414,0.9923768,0.00005672307,0.00001427687,0.00026613,0.00649621,0.0000764315,0.00001824177,0.00001601653,0.000408865,0.000007403901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981139,0.0003237687,0.00003301231,0.0003652931,0.000007705167,0.00002928664,0.0001233324,0.000001370299,0.001002349],"genre_scores_gemma":[0.9991222,0.0002231798,0.00008006945,0.0002199707,0.00001318731,0.00003493015,0.00007992938,0.000001459409,0.0002250517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998257,"threshold_uncertainty_score":0.01437598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659236688147389,"score_gpt":0.3970809079540478,"score_spread":0.2311572391393089,"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."}}