{"id":"W3037225516","doi":"10.14740/jocmr4250","title":"Diagnostic Accuracy of Single Spot Urine for Detecting Renal Uric Acid Underexcretion in Men","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Hyperuricemia; Uric acid; Confidence interval; Urology; Urine; Renal function; Creatinine; Internal medicine; Predictive value; Area under the curve; Diagnostic accuracy; Cutoff; Urinary system; Gout; Gastroenterology","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":[0.003166703,0.0005804216,0.00064685,0.001607624,0.0003095235,0.0007820834,0.000429813,0.0006202745,0.0008496641],"category_scores_gemma":[0.008700499,0.0002682912,0.0006376909,0.0005698025,0.0003675706,0.0004393401,0.0004771576,0.0004181453,0.0002649975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968379,"about_ca_system_score_gemma":0.0002415525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005959584,"about_ca_topic_score_gemma":0.0007681963,"domain_scores_codex":[0.9987619,0.0005495259,0.0001202842,0.0002334009,0.0002422917,0.0000926229],"domain_scores_gemma":[0.9956613,0.001777184,0.001418527,0.000235832,0.0004852969,0.0004217807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003722735,0.0000308611,0.9950123,0.00001492189,0.00006631902,0.00005109141,0.00004162386,0.0001267406,0.0004997656,0.00001285011,0.00005816366,0.003713062],"study_design_scores_gemma":[0.00002129652,0.0005490259,0.9926021,0.00003061156,0.0001758968,0.0009407598,0.0001269636,0.00409735,0.001151402,0.00008976728,0.0002007704,0.00001413289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972621,0.001507678,0.000579468,0.00005156029,0.00002076003,0.00001238794,0.0001242899,0.00002712524,0.0004145219],"genre_scores_gemma":[0.9992549,0.0001346608,0.0004678379,0.00001535372,0.00001344463,0.000004612687,0.00006981353,0.000001896086,0.00003741392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003166703,"threshold_uncertainty_score":0.01674736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3481539223274106,"score_gpt":0.5264553756854687,"score_spread":0.1783014533580581,"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."}}