{"id":"W2897382994","doi":"10.21037/tau.2018.10.01","title":"Editorial comment: bladder preservation as a treatment strategy in muscle-invasive bladder cancer","year":2018,"lang":"en","type":"editorial","venue":"Translational Andrology and Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Bladder cancer; Medicine; Eleventh; Cancer; Urology; Urothelial cancer; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001916051,0.0005455008,0.0008843332,0.0002670254,0.0001669818,0.00002084709,0.000118791,0.00207236,0.001516713],"category_scores_gemma":[0.00007440565,0.0004620411,0.0001532858,0.0001493829,0.0004095554,0.0001470352,0.00002863633,0.000723401,0.00005068283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182035,"about_ca_system_score_gemma":0.001663995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497435,"about_ca_topic_score_gemma":0.004525848,"domain_scores_codex":[0.9973003,0.0002209297,0.0005557114,0.0008636856,0.0004644983,0.0005948836],"domain_scores_gemma":[0.9983255,0.0007554912,0.0001780787,0.0002614981,0.0002988452,0.0001806107],"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":[0.006120704,0.0006751543,0.002949264,0.00008247638,0.001280711,0.00008823266,0.0006608195,0.00007106168,0.00005803658,0.0002383838,0.9849461,0.00282903],"study_design_scores_gemma":[0.01288019,0.007535137,0.005179205,0.00003509015,0.001104817,0.00002619998,0.00001547765,0.00007918123,0.00002525287,0.004168306,0.9686148,0.00033639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01708434,0.004890024,0.00002711228,0.01158603,0.9598022,0.001520908,0.001111365,0.00007764276,0.003900339],"genre_scores_gemma":[0.03788494,0.004177164,0.0000252749,0.001215685,0.9519386,0.0005873588,0.002686566,0.00006655289,0.001417859],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0208006,"threshold_uncertainty_score":0.9997832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008366559550602,"score_gpt":0.3144736815625604,"score_spread":0.2943900159670544,"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."}}