{"id":"W4378746750","doi":"10.1002/acr.25167","title":"Serum Urate Monitoring Among Older Adults With Gout: Initiating <scp>Urate‐Lowering</scp> Therapy in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Sunnybrook Hospital; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Arthritis Society; Sunnybrook Foundation; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gout; Internal medicine; Odds ratio; Confidence interval; Diabetes mellitus; Kidney disease; Cohort; Population; Hyperuricemia; Uric acid; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004700343,0.0002749874,0.0004532933,0.0006364817,0.001702633,0.0008864749,0.0008715168,0.0004003515,0.001296006],"category_scores_gemma":[0.001814015,0.0003627996,0.0005390063,0.002274063,0.0005378107,0.0003758662,0.0006718616,0.0005951923,0.0001535893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196492,"about_ca_system_score_gemma":0.01458058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749138,"about_ca_topic_score_gemma":0.9838961,"domain_scores_codex":[0.9990906,0.00006176904,0.00007032248,0.0001528,0.0003625311,0.00026205],"domain_scores_gemma":[0.9976412,0.0000952367,0.0009479826,0.00005813641,0.000761838,0.0004956555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000241628,0.00001362213,0.9986457,0.00001334643,0.00001606645,0.00004846172,0.0001470715,0.00002998861,0.00007858555,0.000009291331,0.0002133166,0.0007604577],"study_design_scores_gemma":[0.000004699119,0.00001519963,0.9992818,0.00001731527,0.00001205963,0.00005762966,0.0002455689,0.0001150509,0.00001847549,0.000003958357,0.0002256413,0.00000262786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963747,0.0004734079,0.00007564339,0.0002407572,0.000008524698,0.00003833995,0.001630063,0.00000622696,0.001152251],"genre_scores_gemma":[0.9985978,0.0002759634,0.0001056931,0.000108264,0.000008839422,0.00001023884,0.0005608264,0.000002244606,0.0003301331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02508616,"threshold_uncertainty_score":0.08681196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964037512764971,"score_gpt":0.2952563231499401,"score_spread":0.2656159480222904,"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."}}