{"id":"W4407995237","doi":"10.1097/ju.0000000000004490","title":"Updates to Microhematuria: AUA/SUFU Guideline (2025)","year":2025,"lang":"es","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Microhematuria; Guideline; Intensive care medicine; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101935,0.0002601298,0.0007166232,0.0003179582,0.000123208,0.0000254594,0.0004928074,0.0001960216,0.0008645058],"category_scores_gemma":[0.000295274,0.0001542805,0.0001999684,0.0003502823,0.000141117,0.00005003218,0.0001518434,0.0006062023,0.0002736244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084814,"about_ca_system_score_gemma":0.0006078203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008380916,"about_ca_topic_score_gemma":0.00001390757,"domain_scores_codex":[0.9978758,0.0003040457,0.0009923977,0.0001652831,0.0002425319,0.0004199816],"domain_scores_gemma":[0.9982281,0.0003322525,0.0003725827,0.0004353157,0.0004544089,0.0001773469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01068893,0.0007406099,0.006288307,0.0001414798,0.003460319,0.0004486943,0.001187621,0.0002315937,0.02854452,0.001878252,0.9260577,0.02033199],"study_design_scores_gemma":[0.005693085,0.004316692,0.01139549,0.0002853581,0.00487698,0.001196843,0.0003314337,0.00004009754,0.01016278,0.003576957,0.9579276,0.0001966821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3630536,0.1195219,0.004925704,0.479775,0.008975429,0.001237457,0.00008545843,0.0000460699,0.02237942],"genre_scores_gemma":[0.9528696,0.00416699,0.0007057848,0.03547164,0.001582904,0.00000374612,0.000004490672,0.0000319005,0.005162927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.589816,"threshold_uncertainty_score":0.9465732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199238420580452,"score_gpt":0.3206144273842732,"score_spread":0.3086220431784687,"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."}}