{"id":"W3173892759","doi":"10.1007/s00345-021-03776-5","title":"Risk factors associated with positive surgical margins’ location at radical cystectomy and their impact on bladder cancer survival","year":2021,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Urology; Proportional hazards model; Concomitant; Stage (stratigraphy); Nephrology; Lymph node; Internal medicine; Oncology; Cohort; Surgery; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005326964,0.0002710683,0.0003200974,0.0005394478,0.0004033344,0.00091373,0.00050266,0.0008041981,0.004441178],"category_scores_gemma":[0.003713405,0.0002456309,0.001154094,0.0009361325,0.0003662829,0.0005803904,0.0005605657,0.001344774,0.0004814404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030459,"about_ca_system_score_gemma":0.0008757263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032499,"about_ca_topic_score_gemma":0.005622065,"domain_scores_codex":[0.9995897,0.00008692605,0.00005128808,0.00007995717,0.0000654609,0.0001267232],"domain_scores_gemma":[0.9974952,0.0006219291,0.0009201856,0.0001680362,0.0002092292,0.0005855329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002052357,0.00004166897,0.9969782,0.00002328871,0.0001417521,0.0001114605,0.00004807985,0.0001089753,0.0001432602,0.00004379582,0.0001734516,0.001980869],"study_design_scores_gemma":[0.00000486284,0.00008192851,0.9982685,0.0000181067,0.0001600739,0.0003150501,0.0002808709,0.0002723777,0.00006517991,0.0001399425,0.0003829654,0.00001013752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948402,0.002348363,0.0002069965,0.0003080597,0.00008578347,0.00000710176,0.0005253574,0.00001393331,0.001664225],"genre_scores_gemma":[0.998893,0.0003149602,0.00007547923,0.00003354434,0.00005210016,0.000003630488,0.0002093071,0.000004342324,0.0004135633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004441178,"threshold_uncertainty_score":0.01485717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974551794850983,"score_gpt":0.291765134751687,"score_spread":0.2720196168031772,"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."}}