{"id":"W7005116525","doi":"","title":"THE PREVALENCE OF RHEUMATOID ARTHRITIS IN WESTERN AUSTRALIA EXTRAPOLATED FROM HOSPITALISATION AND BIOLOGICAL THERAPY USAGE DATA","year":2022,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Rheumatoid arthritis; Epidemiology; MEDLINE; Pharmacotherapy; Patient data; Clinical trial","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":[0.001069729,0.0002296711,0.0004301007,0.003010983,0.0003192386,0.0008323198,0.000512862,0.0003036741,0.002160915],"category_scores_gemma":[0.007203436,0.0005628271,0.000658282,0.005108097,0.0001946084,0.0006762829,0.0008432942,0.0006849441,0.0008064616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311259,"about_ca_system_score_gemma":0.001199419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3067835,"about_ca_topic_score_gemma":0.2604171,"domain_scores_codex":[0.9986179,0.0003701052,0.0003922601,0.0002144938,0.0002766802,0.0001285594],"domain_scores_gemma":[0.9958449,0.000573803,0.001921446,0.0002679951,0.001065331,0.0003264486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006125,0.00004531549,0.9866856,0.0003481476,0.0002842924,0.00009376899,0.0007827262,0.0003321883,0.000474527,0.0001330118,0.002532364,0.008187266],"study_design_scores_gemma":[0.000003186688,0.00002522469,0.9981993,0.00004511438,0.00004251203,0.00007270944,0.0002382169,0.0003232253,0.00003973115,0.0000329933,0.0009736203,0.000004177225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527349,0.001074416,0.0008264307,0.0002262232,0.00002191049,0.00009000461,0.03954168,0.00004936353,0.005435015],"genre_scores_gemma":[0.9748277,0.001134478,0.001525938,0.0002274064,0.00002247766,0.000228938,0.0196563,0.00001777051,0.002359038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067835,"threshold_uncertainty_score":0.6099956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232203991194105,"score_gpt":0.3360344189833596,"score_spread":0.2128140198639491,"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."}}