{"id":"W2810567334","doi":"10.3899/jrheum.171320","title":"Hospitalization Increases the Risk of Acute Arthritic Flares in Gout: A Population-based Study over 2 Decades","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Medicine; Gout; Cohort; Internal medicine; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114223,0.0001293768,0.0004849138,0.0002117874,0.0001002395,0.000007819911,0.0002370819,0.0000814771,0.00007396836],"category_scores_gemma":[0.001101386,0.00006698196,0.00009062883,0.0003306501,0.0001835923,0.00008594255,0.00004011391,0.0002872746,0.000005596007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538125,"about_ca_system_score_gemma":0.0001391068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429501,"about_ca_topic_score_gemma":0.0006126039,"domain_scores_codex":[0.9980393,0.000614806,0.0007302199,0.00009208877,0.0003458935,0.0001776835],"domain_scores_gemma":[0.9978641,0.0007514392,0.000755357,0.0003273926,0.0002487123,0.00005302999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004981924,0.0003288473,0.9960293,0.00001705073,0.0003621237,0.00001329781,0.002116598,0.00008459418,0.00009582793,0.00005968257,0.0002094965,0.0001850493],"study_design_scores_gemma":[0.002738277,0.001289486,0.990911,0.0002012132,0.0009010222,0.0009700851,0.001525155,0.0007278631,0.000183002,0.000465504,0.0000197585,0.00006763253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979031,0.0006135038,0.0003668807,0.0005898962,0.0001469296,0.0003396385,0.000005835337,0.000009007284,0.00002518702],"genre_scores_gemma":[0.9994319,0.0002333789,0.0001392588,0.0001384983,0.00002614053,0.0000035872,0.000003239885,0.00001613301,0.000007840371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118238,"threshold_uncertainty_score":0.3672695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007316282188884024,"score_gpt":0.2758771537632566,"score_spread":0.2685608715743726,"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."}}