{"id":"W1976799753","doi":"10.1016/j.urology.2009.03.052","title":"Partial Cystectomy Does Not Undermine Cancer Control in Appropriately Selected Patients With Urothelial Carcinoma of the Bladder: A Population-based Matched Analysist","year":2009,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Urology; Bladder cancer; Cohort; Urothelial carcinoma; Stage (stratigraphy); Population; Cancer; Internal medicine; Oncology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006043763,0.0002022554,0.0005223501,0.0001337563,0.00005098343,0.00000609987,0.000109178,0.0001267016,0.0001272891],"category_scores_gemma":[0.00003880013,0.0001094375,0.00009140775,0.0004604437,0.00007411907,0.00002953566,0.000008378998,0.000169433,0.000001967735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040731,"about_ca_system_score_gemma":0.0003197223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027236,"about_ca_topic_score_gemma":0.002435386,"domain_scores_codex":[0.9985943,0.0001455064,0.0003651878,0.0003138875,0.0002825209,0.0002986078],"domain_scores_gemma":[0.9991992,0.0000535309,0.0001873445,0.000315789,0.0001748388,0.00006927925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004817138,0.0004794818,0.9909583,0.00001698534,0.0001706352,0.00001142498,0.0001126935,0.0008512427,0.001874093,0.00001530021,0.00001045403,0.0006822454],"study_design_scores_gemma":[0.01727487,0.001121702,0.9751966,0.00001396683,0.0005820748,0.000002809107,0.000006843693,0.002338083,0.00327169,0.00003920285,0.00003701098,0.000115142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958432,0.00004432995,0.0001991169,0.002728,0.00009508205,0.0008915355,0.00009821665,0.00002692769,0.00007354392],"genre_scores_gemma":[0.9974212,0.000001284321,0.00003132968,0.002245252,0.00009263783,0.00008070389,0.00005250777,0.00001949563,0.00005556091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157617,"threshold_uncertainty_score":0.4462732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006804154475413333,"score_gpt":0.2361998723585514,"score_spread":0.2293957178831381,"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."}}