{"id":"W2047644674","doi":"10.1016/j.juro.2009.04.058","title":"High Risk Populations and Cystectomy Outcomes","year":2009,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Perioperative; Urology; Comorbidity; Population; General surgery; Cancer; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005815751,0.0001246729,0.0002969939,0.001660768,0.0003611081,0.001057638,0.0003376718,0.0005000305,0.01439731],"category_scores_gemma":[0.01220041,0.0001782064,0.0003282555,0.002021363,0.0002594534,0.000890385,0.0008692838,0.0006485794,0.001030087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172498,"about_ca_system_score_gemma":0.0006476667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587553,"about_ca_topic_score_gemma":0.00750826,"domain_scores_codex":[0.9991659,0.0001981233,0.00009549539,0.00008973768,0.0003190014,0.0001317315],"domain_scores_gemma":[0.9950933,0.001151132,0.001954936,0.0002730707,0.0006685925,0.0008590179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007834865,0.00005239098,0.9756315,0.00006675078,0.00007532548,0.00006597883,0.00007964284,0.00006691291,0.00002930477,0.0001733515,0.009949779,0.01373065],"study_design_scores_gemma":[0.00001074876,0.00003281115,0.9972563,0.00008005066,0.00004040735,0.000291495,0.0001637937,0.00009750469,0.00004431548,0.0002914144,0.001682587,0.000008593824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9482238,0.01034265,0.0004242403,0.007436524,0.000247494,0.00006264172,0.01809237,0.0001074083,0.01506285],"genre_scores_gemma":[0.9875603,0.002694291,0.0001923663,0.000440506,0.0002136096,0.00004186221,0.007419087,0.0000169207,0.001421049],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01439731,"threshold_uncertainty_score":0.04816383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365963583659435,"score_gpt":0.2926506032007544,"score_spread":0.2689909673641601,"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."}}