{"id":"W1704561866","doi":"10.1186/ar1907","title":"Epidemiology, risk factors, and lifestyle modifications for gout.","year":2006,"lang":"en","type":"review","venue":"Arthritis Research & Therapy","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Gout; Medicine; Hyperuricemia; Obesity; Internal medicine; Rheumatology; Metabolic syndrome; Disease; Febuxostat; Uric acid","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":[0.0006794652,0.001129929,0.001945325,0.002499405,0.0002879147,0.0006916536,0.0007800422,0.001379709,0.003739825],"category_scores_gemma":[0.001145145,0.0002583116,0.0007829723,0.002563293,0.0003649394,0.0007475014,0.0003621068,0.001392627,0.001719024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435616,"about_ca_system_score_gemma":0.0009477139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668933,"about_ca_topic_score_gemma":0.006142271,"domain_scores_codex":[0.9997472,0.00006116631,0.0000428499,0.00003977235,0.00009359976,0.00001532472],"domain_scores_gemma":[0.9996479,0.0001695786,0.00007876951,0.00001021252,0.00006409152,0.00002950765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009213899,0.0001921624,0.001282413,0.01950906,0.0003276892,0.0003134681,0.00006962761,0.00021998,0.0004600434,0.0008326705,0.02600544,0.9506953],"study_design_scores_gemma":[0.0001593312,0.0004543787,0.02441718,0.02269825,0.00102302,0.008677896,0.0002537191,0.0002226865,0.0005794853,0.002761356,0.9386777,0.0000749845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009393733,0.9991819,0.00003834858,0.0002141104,0.00008822617,0.000003841426,0.00001601966,0.000003715155,0.0003598293],"genre_scores_gemma":[0.0007200264,0.9985097,0.0001613494,0.0002090802,0.0001007204,0.000008477526,0.0000316361,8.000457e-7,0.000258251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003739825,"threshold_uncertainty_score":0.01251101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2479437178923062,"score_gpt":0.4708951004254823,"score_spread":0.2229513825331761,"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."}}