{"id":"W4415711132","doi":"10.1097/ju.0000000000004836","title":"Outcomes Among Rural and Urban Patients With High-Risk Nonmuscle-Invasive Bladder Cancer: Results From the Canadian Bladder Cancer Information System","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Ottawa; Dalhousie University; University Health Network; Université Laval; University of Alberta; McGill University Health Centre; University of Manitoba","funders":"","keywords":"Bladder cancer; Rural area; Bladder tumor; Quality (philosophy); Quality management; MEDLINE; Data quality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008883189,0.0002085766,0.0003014107,0.001265098,0.0007968438,0.000680725,0.0005871396,0.0003048123,0.001575474],"category_scores_gemma":[0.005420035,0.0001328467,0.0004816821,0.003660184,0.0003173423,0.0003613151,0.0009290702,0.0004329595,0.0001270514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005492011,"about_ca_system_score_gemma":0.007394851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8920695,"about_ca_topic_score_gemma":0.9111856,"domain_scores_codex":[0.9989525,0.0001232864,0.0000925213,0.0001513729,0.0004450473,0.0002352335],"domain_scores_gemma":[0.9965347,0.0003257592,0.001167794,0.00009589164,0.001096171,0.0007797857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007123645,0.00001441086,0.9973041,0.00003353579,0.00006071314,0.00001661228,0.0001363337,0.00009953637,0.00003253251,0.00002306964,0.0005598267,0.001647971],"study_design_scores_gemma":[0.000005833804,0.0000134602,0.999375,0.0000111969,0.00001704017,0.000016284,0.0002217538,0.0001214474,0.00001147176,0.000007212976,0.0001960398,0.000003315504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98795,0.0006655608,0.00006552856,0.0003271186,0.000007190713,0.00003722349,0.008970961,0.00000806616,0.001968493],"genre_scores_gemma":[0.9966149,0.0001482532,0.00004710885,0.00005391952,0.000003387215,0.00000966982,0.003019738,0.000001873579,0.000101082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079305,"threshold_uncertainty_score":0.2171323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005211434556248683,"score_gpt":0.220975308190465,"score_spread":0.2157638736342164,"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."}}