{"id":"W1989826190","doi":"10.1111/j.1464-410x.2007.07352.x","title":"Urinary cytology and nuclear matrix protein 22 in the detection of bladder cancer recurrence other than transitional cell carcinoma","year":2008,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cytology; Medicine; Urology; Urinary system; Transitional cell carcinoma; Context (archaeology); Urinary bladder; Bladder cancer; Urine cytology; Cancer; Internal medicine; Pathology; Biology","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":[0.002722805,0.0007304863,0.0006962114,0.001110006,0.0002149869,0.0009022678,0.0006614513,0.0008901275,0.0008288354],"category_scores_gemma":[0.02004872,0.0003465249,0.0005496157,0.0007544133,0.0005061154,0.0005461409,0.0004616204,0.0005216517,0.000364783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262752,"about_ca_system_score_gemma":0.0003845186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368201,"about_ca_topic_score_gemma":0.003016862,"domain_scores_codex":[0.9985301,0.0007912695,0.0001208115,0.0001842634,0.000252358,0.0001211131],"domain_scores_gemma":[0.9913192,0.005688,0.001632422,0.0002469831,0.000617967,0.0004953202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004329441,0.00002151894,0.9961597,0.00001671871,0.0000645917,0.00006394785,0.00001858461,0.0002940084,0.00008704748,0.000004107412,0.00006377062,0.002772955],"study_design_scores_gemma":[0.00005393396,0.0005968107,0.9861795,0.00003934732,0.000228789,0.0009280591,0.0001217683,0.0112082,0.000373217,0.00004414385,0.0002134208,0.0000127309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998185,0.001281709,0.0001489268,0.00008115517,0.00001732522,0.000007105849,0.00006559079,0.00001208796,0.0002010053],"genre_scores_gemma":[0.9995864,0.0001352743,0.0001455812,0.00001361039,0.00001635957,0.000003644786,0.00005705266,0.000001384733,0.0000406228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003368201,"threshold_uncertainty_score":0.01439971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525326622915387,"score_gpt":0.2548056767847013,"score_spread":0.2395524105555474,"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."}}