{"id":"W4406561047","doi":"10.1016/j.eucr.2025.102954","title":"Melanosis of the urinary bladder with associated urinary tract infection","year":2025,"lang":"en","type":"article","venue":"Urology Case Reports","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Urinary system; Urology; Melanosis; Urinary bladder; Lower urinary tract symptoms; Internal medicine; Cancer; Cancer research","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":[0.0001861076,0.0001122751,0.0001368272,0.00005185673,0.00009382602,0.000008748292,0.00005276022,0.0001890909,0.00003793666],"category_scores_gemma":[0.00007516428,0.0000786012,0.00009067689,0.0001344777,0.0001326838,0.000004226776,0.0001434521,0.0001457222,7.77411e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001545233,"about_ca_system_score_gemma":0.000124681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105553,"about_ca_topic_score_gemma":0.00008127947,"domain_scores_codex":[0.9990752,0.0001521891,0.0002242412,0.0002762176,0.00008165633,0.0001905054],"domain_scores_gemma":[0.9992518,0.00001496137,0.0001574075,0.0004553253,0.00008889796,0.00003157237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997574,0.001162267,0.9278396,0.00002607352,0.0003942745,0.009840016,0.00002501982,0.00002402605,0.05894705,0.000008491425,0.001248559,0.00028488],"study_design_scores_gemma":[0.0007560253,0.003591049,0.7554539,0.00002982202,0.0002408024,0.1130322,0.00003376356,0.000008532565,0.1062211,0.00008602211,0.02032847,0.0002182216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970394,0.0002022683,0.00005077531,0.0002118947,0.0001755539,0.0001855381,0.00000554476,0.00001059243,0.002118378],"genre_scores_gemma":[0.9985903,0.00004614507,0.000009182671,0.0001846585,0.00002903032,0.0000284133,0.00003785054,0.0000106507,0.001063753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723857,"threshold_uncertainty_score":0.3205264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00721812262299584,"score_gpt":0.2575647363139277,"score_spread":0.2503466136909319,"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."}}