{"id":"W3007292005","doi":"10.3899/jrheum.191150","title":"Predictors of Success in Gout Treatment","year":2020,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Queensland; University of New South Wales; Macquarie University","keywords":"Allopurinol; Medicine; Gout; Medical prescription; Cohort; Internal medicine; Hyperuricemia; Physical therapy; Uric acid; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001702817,0.0001947838,0.000458724,0.0009482427,0.0009983068,0.001689675,0.0007304748,0.001303163,0.00566051],"category_scores_gemma":[0.01537771,0.000208652,0.0006023831,0.001644085,0.0003843045,0.001108846,0.0009991594,0.002751566,0.0005236526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007462067,"about_ca_system_score_gemma":0.000958542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481225,"about_ca_topic_score_gemma":0.01086051,"domain_scores_codex":[0.9987078,0.0002890793,0.0001990597,0.0001366668,0.0004111209,0.0002562833],"domain_scores_gemma":[0.9904181,0.002702766,0.003124708,0.0002776755,0.00133494,0.002141631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361162,0.0001382945,0.9842296,0.00005636624,0.00008862666,0.00009608514,0.0001274809,0.0000773849,0.00003231453,0.0001184928,0.004168252,0.01073091],"study_design_scores_gemma":[0.00005466478,0.0001867216,0.9928173,0.0002403338,0.0001734937,0.0005880875,0.000745969,0.0008728675,0.0001024226,0.0004898454,0.003695353,0.00003299452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9436824,0.01855107,0.0005226014,0.02405375,0.000855599,0.00007520885,0.001493746,0.00005541868,0.01071011],"genre_scores_gemma":[0.9930471,0.002347491,0.0003054666,0.001568085,0.0009156961,0.00002854999,0.0009364337,0.00002464841,0.0008265248],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006481225,"threshold_uncertainty_score":0.01893628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765875843995917,"score_gpt":0.260571175863531,"score_spread":0.2429124174235718,"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."}}