{"id":"W4386291372","doi":"10.5489/cuaj.8442","title":"Regional differences in metastatic urothelial carcinoma of the urinary bladder patients across the United States SEER registries","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Proportional hazards model; Epidemiology; Stage (stratigraphy); Internal medicine; Oncology; Hazard ratio; Bladder cancer; Cancer registry; Surveillance, Epidemiology, and End Results; Population; Cancer; Urology; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00524078,0.0001774297,0.0004216181,0.001137659,0.0002456958,0.0005991092,0.0004926996,0.0001930351,0.001015749],"category_scores_gemma":[0.01144528,0.0001802592,0.0005523254,0.003713286,0.0002418721,0.0005188393,0.001083888,0.0002931254,0.0001667391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212146,"about_ca_system_score_gemma":0.0007931885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009886995,"about_ca_topic_score_gemma":0.01542353,"domain_scores_codex":[0.9960417,0.001655863,0.0006458477,0.0008305294,0.0005647319,0.0002614083],"domain_scores_gemma":[0.9860001,0.002474783,0.009040528,0.001110743,0.0009042407,0.0004696233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004192659,0.000006090961,0.9972101,0.00003076482,0.0001079697,0.00002092783,0.00007426483,0.0001424934,0.00005489979,0.00009115288,0.0005104047,0.001708853],"study_design_scores_gemma":[0.000007659899,0.00002599932,0.9985045,0.00002683714,0.00006909133,0.0001504659,0.0001641018,0.0002565013,0.00005906747,0.00005587219,0.0006752533,0.000004559336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884531,0.001273611,0.0006954754,0.0003382918,0.0000109619,0.000038645,0.008038772,0.00002544544,0.001125778],"genre_scores_gemma":[0.9940432,0.0004630047,0.0002984165,0.0001058967,0.00001535809,0.00003843988,0.00494062,0.000005831805,0.00008927011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009886995,"threshold_uncertainty_score":0.02771622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339301774188018,"score_gpt":0.2654936098825496,"score_spread":0.2315634324637478,"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."}}