{"id":"W2017206432","doi":"10.1002/cncr.24339","title":"Carcinoma of the upper urinary tract","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Proportional hazards model; Urinary system; Upper urinary tract; Cohort; Cancer; Internal medicine; Carcinoma; Retrospective cohort study; Surgery; Urology; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001584836,0.00006254485,0.0001152031,0.00001486465,0.00002528078,0.000001758937,0.00005273204,0.00003039159,0.0004599309],"category_scores_gemma":[0.0000039832,0.00003607466,0.00008444782,0.00007861794,0.00002866811,0.0000217925,0.000006533371,0.00006429481,0.000007203863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005011155,"about_ca_system_score_gemma":0.0001287226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008234691,"about_ca_topic_score_gemma":0.000001184294,"domain_scores_codex":[0.9996108,0.000008338452,0.00008084811,0.00009122484,0.0001098947,0.00009889881],"domain_scores_gemma":[0.9997,0.000005030053,0.00002713898,0.0001993723,0.00002874434,0.00003979098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002465101,0.0006610635,0.941043,0.00004264656,0.00006429062,0.00003250077,0.0005700983,0.00000395523,0.007176188,0.0001725395,0.006722982,0.0432642],"study_design_scores_gemma":[0.0008497689,0.0003355208,0.972285,0.00005047919,0.000103336,0.00003853903,0.00001898209,0.000004398666,0.017041,0.0001049145,0.009130416,0.00003767418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712391,0.004130017,0.000002012939,0.002915722,0.0002005295,0.0001843316,0.00001467562,0.0000112579,0.02130237],"genre_scores_gemma":[0.9947246,0.00007790738,0.00002233373,0.001699971,0.0001697237,0.00001178943,0.000001046293,0.000006359232,0.003286277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04322653,"threshold_uncertainty_score":0.5035921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224452507572772,"score_gpt":0.3010299074641196,"score_spread":0.2785846567068424,"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."}}