{"id":"W2027705083","doi":"10.1038/ncpuro1106","title":"Can patients with low-grade papillary bladder tumors be followed up with a cystoscopy interval of 6 months?","year":2008,"lang":"en","type":"letter","venue":"Nature Clinical Practice Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cystoscopy; Urology; Papillary tumor; Interval (graph theory); Surgery; Internal medicine; Radiology; Urinary system","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003775654,0.0008819223,0.00227905,0.0002569276,0.0001054159,0.00001737313,0.0004393034,0.004214989,0.0001919548],"category_scores_gemma":[0.003173438,0.0005823597,0.0004901645,0.000376061,0.0009199961,0.0001970508,0.0001265059,0.01220668,0.0000233952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374076,"about_ca_system_score_gemma":0.001412227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002637169,"about_ca_topic_score_gemma":0.000111191,"domain_scores_codex":[0.9941473,0.0009246693,0.001387662,0.001388315,0.001327794,0.0008242829],"domain_scores_gemma":[0.9921169,0.003291912,0.002045498,0.001263296,0.0009576245,0.0003247325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02837408,0.002592726,0.05295561,0.0003009361,0.005841466,0.013905,0.000288538,0.000002183939,0.00000281808,0.000006748074,0.8949571,0.0007728369],"study_design_scores_gemma":[0.02363033,0.03107107,0.04374782,0.0003893474,0.007665594,0.001760026,0.00006483691,0.000006478897,0.00003194832,0.00003332744,0.8907388,0.0008603833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1037043,0.002756022,0.00002825698,0.8811805,0.003185131,0.003174967,0.0005390426,0.0001699979,0.005261782],"genre_scores_gemma":[0.2578885,0.0004037844,0.001472377,0.7351273,0.002549952,0.0000947506,0.001140513,0.0002235201,0.00109924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1541842,"threshold_uncertainty_score":0.9996628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850165943796229,"score_gpt":0.3370030546611182,"score_spread":0.318501395223156,"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."}}