{"id":"W2127186482","doi":"10.1016/j.juro.2014.03.083","title":"Bladder Tumor Resection: Doing it Right","year":2014,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cystoscopy; Bladder cancer; Randomized controlled trial; Urology; Resection; Surgery; Cancer; Urinary system; 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":[0.002085755,0.0006139731,0.001164007,0.001571355,0.001324463,0.003852513,0.001045541,0.004527196,0.1631701],"category_scores_gemma":[0.01454859,0.0005429726,0.001065365,0.0009958005,0.001495991,0.007048971,0.002062961,0.004223329,0.06005025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008737206,"about_ca_system_score_gemma":0.002070812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329616,"about_ca_topic_score_gemma":0.00374212,"domain_scores_codex":[0.997757,0.000614401,0.0002473399,0.0002197022,0.0008777602,0.000283662],"domain_scores_gemma":[0.9927579,0.001662587,0.001074223,0.0006207866,0.001766608,0.002117873],"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":[0.0001130205,0.00006429504,0.0007158591,0.0009146852,0.00003741169,0.0003603009,0.00004892293,0.00003282839,0.0002302384,0.001660875,0.8296287,0.1661929],"study_design_scores_gemma":[0.0001244943,0.0001855057,0.002767544,0.00367813,0.00007501688,0.004501837,0.0003588074,0.00007576186,0.0004063686,0.006188078,0.981572,0.00006643515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004363926,0.1608567,0.004778247,0.5067917,0.08539069,0.0001732618,0.001768808,0.001701811,0.2341749],"genre_scores_gemma":[0.04676679,0.2038281,0.007903254,0.2936866,0.126943,0.0002746156,0.002510754,0.001365151,0.3167217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1631701,"threshold_uncertainty_score":0.5458583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060430260670857,"score_gpt":0.2842287289621536,"score_spread":0.263624426355445,"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."}}