{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108377,0.001119012,0.001885486,0.005961934,0.001042437,0.002982246,0.003511622,0.007401,0.008776769],"category_scores_gemma":[0.04354367,0.0008446271,0.004887634,0.003421015,0.000885983,0.0021762,0.002705496,0.005077777,0.006310189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259656,"about_ca_system_score_gemma":0.01222649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919841,"about_ca_topic_score_gemma":0.03599028,"domain_scores_codex":[0.9895974,0.003504753,0.003235113,0.0004131074,0.002710074,0.000539606],"domain_scores_gemma":[0.976621,0.005894164,0.002453447,0.0005583907,0.01367046,0.000802542],"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":[0.00008912444,0.00008890923,0.0008567573,0.0137795,0.0002300985,0.0003294178,0.0003286666,0.0003972843,0.000416504,0.004272697,0.7445818,0.2346293],"study_design_scores_gemma":[0.000150981,0.00007589813,0.002455614,0.06556299,0.0005815502,0.000882635,0.0001633499,0.000250592,0.000330193,0.003649818,0.9258459,0.00005047397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003740706,0.5080885,0.02217546,0.2974881,0.03316912,0.007984183,0.02293131,0.001619795,0.1028028],"genre_scores_gemma":[0.02901975,0.4773271,0.1457479,0.2409685,0.01183795,0.01171348,0.03666412,0.0006218522,0.04609936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01919841,"threshold_uncertainty_score":0.05731595,"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."}}