{"id":"W4212853005","doi":"10.22374/jeleu.v5i1.136","title":"Bladder Melanosis","year":2022,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystoscopy; Medicine; Melanosis; Dermatology; Biopsy; Urinary system; Urinary bladder; Differential diagnosis; Lower urinary tract symptoms; Pathology; Urology; Internal medicine; Cancer; Melanoma","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":[0.0001652768,0.0008326823,0.000617258,0.001858018,0.001614606,0.001141775,0.0004697944,0.002153296,0.002880573],"category_scores_gemma":[0.001458103,0.0004776207,0.0004662808,0.001007648,0.0007689112,0.0009880338,0.0009392729,0.001097866,0.0008215451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595901,"about_ca_system_score_gemma":0.0003586887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519037,"about_ca_topic_score_gemma":0.002823548,"domain_scores_codex":[0.9996555,0.00004128709,0.00003048718,0.00007762799,0.00005024426,0.0001448435],"domain_scores_gemma":[0.9993258,0.0001505849,0.0002205304,0.00007159834,0.00004223162,0.0001893071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004469875,0.00004371359,0.01186028,0.0000716962,0.00001839892,0.9779713,0.0001970768,0.0001107377,0.002133112,0.0004331085,0.000793097,0.00632277],"study_design_scores_gemma":[0.000002977358,0.00001910086,0.002797871,0.0000176892,0.000009180991,0.9952685,0.00006244198,0.0000935273,0.0003745142,0.0000995574,0.001248009,0.000006556673],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941385,0.01469278,0.008729267,0.002533072,0.0004923869,0.0001645671,0.0003510411,0.000368398,0.0312835],"genre_scores_gemma":[0.99338,0.001732077,0.001929535,0.0006339944,0.0002515825,0.00001724294,0.00005448336,0.00002030637,0.001980959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002880573,"threshold_uncertainty_score":0.009636462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829449560743989,"score_gpt":0.2794358224040536,"score_spread":0.2611413267966137,"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."}}