{"id":"W2120680169","doi":"10.1158/1078-0432.ccr-05-2081","title":"Novel Blood Biomarkers of Human Urinary Bladder Cancer","year":2006,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Bladder cancer; Cancer; Medicine; Biology; Cancer research; Pathology; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003981114,0.0003047231,0.0003678055,0.001058457,0.0001984196,0.0005262056,0.0002712816,0.0004917432,0.001051768],"category_scores_gemma":[0.001126783,0.0001070264,0.0001409296,0.0007967823,0.0001815375,0.00018562,0.0002567713,0.0003599208,0.0002875257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209864,"about_ca_system_score_gemma":0.0002644269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008596772,"about_ca_topic_score_gemma":0.001017701,"domain_scores_codex":[0.9997186,0.00007324789,0.00002310298,0.00007590422,0.00008306378,0.00002599672],"domain_scores_gemma":[0.9995365,0.0001185429,0.0001395766,0.00001875807,0.0001323877,0.0000542434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001143286,0.0002308468,0.8102004,0.0006416554,0.0002253757,0.0004285403,0.0001514895,0.0006955256,0.1002945,0.0002644903,0.00215621,0.08356767],"study_design_scores_gemma":[0.00007119161,0.0007375668,0.9031982,0.0001788155,0.0004516806,0.002709109,0.0001661765,0.00538259,0.07534914,0.0006017506,0.01110961,0.00004427501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590083,0.02739999,0.007834082,0.0005712397,0.0001435775,0.00007413793,0.001911959,0.0002513736,0.00280534],"genre_scores_gemma":[0.9901399,0.001952946,0.005392283,0.0002583891,0.0001090068,0.00006456943,0.001086078,0.00001067018,0.0009860843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001058457,"threshold_uncertainty_score":0.003518462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2295082858944437,"score_gpt":0.5299358628931056,"score_spread":0.3004275769986619,"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."}}