{"id":"W2024809433","doi":"10.1007/s00345-011-0645-8","title":"Concomitant carcinoma in situ as an independent prognostic parameter for recurrence and survival in upper tract urothelial carcinoma: a multicenter analysis of 772 patients","year":2011,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Concomitant; Medicine; Lymphovascular invasion; Proportional hazards model; Hazard ratio; Internal medicine; Stage (stratigraphy); Oncology; Urology; Nephrology; Carcinoma; Urothelial carcinoma; Carcinoma in situ; Bladder cancer; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003675443,0.0001718076,0.0007645722,0.0009363044,0.00001657052,0.000005822498,0.000113165,0.00008974784,0.00007905048],"category_scores_gemma":[0.0001869606,0.0001350449,0.0001708551,0.0003327221,0.00009617946,0.0001149563,0.00002489439,0.0002860115,7.232144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007603306,"about_ca_system_score_gemma":0.0001447526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004953954,"about_ca_topic_score_gemma":0.00231549,"domain_scores_codex":[0.9983356,0.0002001311,0.0007290422,0.0002434835,0.0002131098,0.0002786551],"domain_scores_gemma":[0.9988987,0.0002574598,0.0003406108,0.0001569928,0.0001912749,0.0001549908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004936148,0.001659577,0.9876264,0.00002724422,0.0003016347,0.0001799765,0.002274336,0.000004724769,0.0002088735,0.00002514833,0.000003729333,0.002752157],"study_design_scores_gemma":[0.01087167,0.004357764,0.9823363,0.00002937282,0.001382653,0.00003844092,0.000146593,0.0002448265,0.0003171923,0.0001236412,0.00005261445,0.00009897266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983713,0.0004433175,0.00002995263,0.00009871077,0.0002368933,0.0005468722,0.00003060816,0.000002162425,0.0002401764],"genre_scores_gemma":[0.9993105,0.00003394712,0.000338331,0.000212207,0.00004232896,0.0000219944,0.00001081971,0.00001574148,0.00001416196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005935519,"threshold_uncertainty_score":0.5506972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024307910030284,"score_gpt":0.2907591367459789,"score_spread":0.2605160576456761,"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."}}