{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001145636,0.0002016956,0.0005914463,0.0002188616,0.0001731429,0.00001908386,0.0002657418,0.0002389153,0.002542577],"category_scores_gemma":[0.0001116839,0.0001636003,0.0002990073,0.0006359119,0.0008883157,0.00006657084,0.0001546562,0.0006881626,0.0000354784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616331,"about_ca_system_score_gemma":0.0009842538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01885629,"about_ca_topic_score_gemma":0.0007966714,"domain_scores_codex":[0.9967532,0.0001758655,0.0008130406,0.0006158358,0.0009921606,0.0006499384],"domain_scores_gemma":[0.9980963,0.0003338779,0.0001245832,0.0005967426,0.0005546951,0.0002937764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002463095,0.00806866,0.8481351,0.000422653,0.001889239,0.0002049795,0.00008920438,0.000005819256,0.07963607,0.0005750954,0.04416808,0.01434204],"study_design_scores_gemma":[0.01387691,0.003971103,0.9333556,0.0005003837,0.0006361597,0.0000330659,0.00009117401,0.00002244363,0.03104918,0.0007299538,0.01542395,0.0003100701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701949,0.006115309,0.00001116903,0.002319943,0.0003369173,0.0008159531,0.0001734867,0.00005217425,0.01998017],"genre_scores_gemma":[0.9893942,0.001136904,0.0002068195,0.0002578002,0.001423273,0.0003225198,0.00003013397,0.00005848729,0.007169824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08522053,"threshold_uncertainty_score":0.9983692,"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."}}