{"id":"W2950197984","doi":"10.1136/annrheumdis-2019-eular.4721","title":"THU0200 DRUG UTILISATION IN PEOPLE WITH EARLY RHEUMATOID ARTHRITIS IN THE UNITED KINGDOM","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arthritis Society; Roche Nederland; Foundation for Research in Rheumatology; Dutch Arthritis Society; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Methotrexate; Regimen; Combination therapy; Internal medicine; Comorbidity; Demographics; Drug; Epidemiology; Pharmacotherapy; Physical therapy; Pharmacology; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002456354,0.0001915381,0.0004598329,0.001004081,0.0004332563,0.001031323,0.0003066986,0.0006202343,0.003340136],"category_scores_gemma":[0.001513947,0.0002602542,0.0006924295,0.001987786,0.0003188475,0.0004923241,0.0007545577,0.0007521671,0.0003487484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369101,"about_ca_system_score_gemma":0.0009923711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.248404,"about_ca_topic_score_gemma":0.2478825,"domain_scores_codex":[0.9994134,0.0001217155,0.0001313025,0.00006178228,0.0001239314,0.000147936],"domain_scores_gemma":[0.9982487,0.0002546447,0.00078705,0.00003183306,0.0002384135,0.000439373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003302825,0.00005468198,0.9882216,0.0002666471,0.0001031391,0.0009952646,0.0007716704,0.00006069987,0.0004806862,0.00008607821,0.001117915,0.007511392],"study_design_scores_gemma":[0.00001149499,0.00005004209,0.9980716,0.00009174248,0.00002677886,0.0003461917,0.0007041629,0.00003924112,0.00002223323,0.000009522623,0.0006207536,0.00000629353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872115,0.00564699,0.00004207492,0.00086372,0.00006655782,0.00001579324,0.002606239,0.000006512904,0.003540578],"genre_scores_gemma":[0.9956983,0.002144939,0.00003760595,0.0003482611,0.00002750856,0.00001027069,0.0004696902,0.000003287871,0.001260133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248404,"threshold_uncertainty_score":0.4939163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813554398207487,"score_gpt":0.2869358190128902,"score_spread":0.2588002750308154,"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."}}