{"id":"W4251250940","doi":"10.1016/j.juro.2010.02.1561","title":"1714 COMPARISON OF MOLECULAR MARKERS, SUB-STAGE AND THE EORTC RISK-SCORE TO PREDICT CLINICAL OUTCOME OF PT1 BLADDER CANCER","year":2010,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Stage (stratigraphy); Cancer; Gerontology; Demography; Library science; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371058,0.00041383,0.0008515319,0.0008047728,0.0001935628,0.0008065757,0.0003884651,0.000593936,0.01921051],"category_scores_gemma":[0.004169442,0.0002815057,0.001113858,0.0005836347,0.0001416647,0.0004833577,0.000509842,0.0006893316,0.003652414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005859581,"about_ca_system_score_gemma":0.000552283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257626,"about_ca_topic_score_gemma":0.006401391,"domain_scores_codex":[0.9995377,0.0001747972,0.00004263957,0.00005430277,0.0001358322,0.00005471104],"domain_scores_gemma":[0.9981965,0.0008685094,0.000197417,0.0001019506,0.0002434216,0.000392123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05453318,0.0008388111,0.7834572,0.0004156723,0.002646399,0.0001883855,0.00009425706,0.00210917,0.001608022,0.0002444994,0.03063148,0.1232329],"study_design_scores_gemma":[0.003212025,0.008281698,0.9662709,0.0002716266,0.001867146,0.0004822915,0.0001528757,0.004547005,0.001384156,0.0004344593,0.01301424,0.00008161669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958431,0.01182761,0.0008948706,0.001477338,0.0007130517,0.0001606641,0.0121406,0.00007551691,0.01427929],"genre_scores_gemma":[0.9546679,0.004277943,0.001171188,0.0005076628,0.0004137018,0.0001635165,0.02007502,0.00008959417,0.01863346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921051,"threshold_uncertainty_score":0.06426561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379172828899351,"score_gpt":0.3739182964412738,"score_spread":0.3401265681522803,"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."}}