{"id":"W2093842066","doi":"10.1159/000325463","title":"Concomitant Carcinoma in situ in Cystectomy Specimens Is Not Associated with Clinical Outcomes after Surgery","year":2011,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University; Université Laval; Université de Montréal","funders":"","keywords":"Concomitant; Medicine; Cystectomy; Bladder cancer; Lymphovascular invasion; Carcinoma in situ; Urology; Carcinoma; Lymphadenectomy; Proportional hazards model; Stage (stratigraphy); Cancer; Surgery; Internal medicine; Oncology; Metastasis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003498888,0.0001737934,0.0004825043,0.0002209844,0.00001034246,0.000008422927,0.00009576071,0.0001435814,0.0009867109],"category_scores_gemma":[0.0002675659,0.0001252512,0.0001466199,0.0001496343,0.00009111175,0.00007421488,0.00003815372,0.0002557048,0.00005516263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976437,"about_ca_system_score_gemma":0.0001254566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198277,"about_ca_topic_score_gemma":0.002394669,"domain_scores_codex":[0.9985242,0.0001046076,0.0005241514,0.000327985,0.0002815837,0.0002374557],"domain_scores_gemma":[0.9990818,0.0004210428,0.0001235261,0.0001982348,0.00009976827,0.00007565188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550358,0.0005044643,0.9955724,0.000004306797,0.0002090018,0.00111699,0.0004489877,2.54101e-7,0.00001309183,0.00004851554,0.0003913701,0.0001401947],"study_design_scores_gemma":[0.003867424,0.000287393,0.994758,0.0000539436,0.00005878752,0.00001927941,0.00002710205,0.00001689051,0.0004706333,0.00008648299,0.0002302315,0.0001237933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909268,0.00005304364,0.00000581415,0.00106444,0.0002445776,0.0002828737,0.0000669514,0.00003121136,0.007324265],"genre_scores_gemma":[0.9940456,0.00001153625,0.00007585018,0.005178833,0.00005407064,0.00008744198,0.00003660114,0.00002000021,0.000490081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006834184,"threshold_uncertainty_score":0.9999265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541865413050217,"score_gpt":0.3161832293926461,"score_spread":0.240764575262144,"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."}}