{"id":"W2961834569","doi":"10.22374/jeleu.v2i3.45","title":"Delays to Diagnosis and Management of Upper Tract Urothelial Carcinoma","year":2019,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urothelial carcinoma; Urothelial cancer; Urology; Pathological; Referral; Biopsy; Renal cell carcinoma; Urothelial Cell; Bladder cancer; Ureter; Ureteroscopy; Cancer; Radiology; Oncology; Internal medicine","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":[0.0007774356,0.0001330929,0.0001640282,0.0006237143,0.0007617663,0.0006704633,0.0004941853,0.0002434055,0.002608574],"category_scores_gemma":[0.01123058,0.0001169468,0.0002301284,0.00119337,0.0002276108,0.0006299255,0.0007235173,0.000442272,0.0002534592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667752,"about_ca_system_score_gemma":0.00230583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839735,"about_ca_topic_score_gemma":0.008833562,"domain_scores_codex":[0.9985703,0.0002499647,0.0003386842,0.0001208869,0.0004113443,0.0003086926],"domain_scores_gemma":[0.9888877,0.002035561,0.006528105,0.0001321246,0.001216056,0.001200341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455874,0.00004266101,0.9711468,0.000309396,0.00001672724,0.00191335,0.0006461771,0.0002236974,0.0004149581,0.0001725334,0.00180502,0.0231631],"study_design_scores_gemma":[0.00001302512,0.0003452522,0.9697482,0.0004329846,0.0000356717,0.01099917,0.004032256,0.0004194514,0.0009041399,0.0002514021,0.01279421,0.00002428318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892706,0.004548373,0.0003467475,0.001513553,0.00006861369,0.00005843262,0.0006771279,0.00002644749,0.003490103],"genre_scores_gemma":[0.9972274,0.001449242,0.0003394475,0.0002029381,0.00003503348,0.00002042679,0.0004249173,0.000006705594,0.0002938604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007839735,"threshold_uncertainty_score":0.01558822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732084833859366,"score_gpt":0.2830441576075987,"score_spread":0.265723309269005,"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."}}