{"id":"W7042278567","doi":"","title":"Older Rheumatoid Arthritis Patients Over 60 Years at Highest Risk for Admissions, Adverse Drug Reaction and Mortality","year":2023,"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; Adverse effect; Drug; Incidence (geometry); Adverse drug reaction; Arthritis","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":[0.0002672004,0.0001643966,0.0004501898,0.001192439,0.0004911925,0.0006012228,0.0001437112,0.0003454193,0.004545283],"category_scores_gemma":[0.002489298,0.0001513141,0.0004013878,0.001858606,0.00008300836,0.0004287368,0.0003821276,0.0006664965,0.0005289352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773246,"about_ca_system_score_gemma":0.0006010374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703801,"about_ca_topic_score_gemma":0.02107671,"domain_scores_codex":[0.9996963,0.00004747272,0.00005857259,0.00004372157,0.0000786821,0.00007536839],"domain_scores_gemma":[0.9985542,0.0001501568,0.0006504563,0.00005607944,0.0002089576,0.0003802554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574615,0.00004274896,0.9922141,0.0000371231,0.00004656653,0.0001558935,0.00007357914,0.00002590688,0.00008706014,0.00003164176,0.001733732,0.005394093],"study_design_scores_gemma":[0.000005937001,0.00002772021,0.9989451,0.00002024137,0.0000229458,0.0001995594,0.0001084768,0.00004039872,0.00001048231,0.0000373393,0.0005786617,0.000003155142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984,0.002293261,0.000112633,0.0006346698,0.0000862762,0.00003548387,0.006551712,0.00002465898,0.006261234],"genre_scores_gemma":[0.9918641,0.001481031,0.0002464561,0.0003644876,0.0001784625,0.00003390525,0.003812353,0.000005772206,0.002013477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703801,"threshold_uncertainty_score":0.03387767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900176273674279,"score_gpt":0.3169775996128403,"score_spread":0.2779758368760975,"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."}}