{"id":"W3036728523","doi":"10.3233/blc-200291","title":"Current Management of Localized Muscle-Invasive Bladder Cancer: A Consensus Guideline from the Genitourinary Medical Oncologists of Canada","year":2020,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; University of Manitoba; Juravinski Cancer Centre; London Health Sciences Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Saint John Regional Hospital; Queen Elizabeth II Health Sciences Centre; University of Alberta; McGill University Health Centre; University of Ottawa; CancerCare Manitoba; University Health Network; Ottawa Hospital; University of Calgary; Princess Margaret Cancer Centre; Dalhousie University; Western University; University of Toronto","funders":"","keywords":"Guideline; Medicine; Bladder cancer; MEDLINE; Standardization; Intensive care medicine; Genitourinary system; Multidisciplinary approach; Evidence-based medicine; Clinical trial; Medical physics; Cancer; Alternative medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001473043,0.0003588371,0.00079091,0.00003225598,0.00008422023,0.00000685935,0.0003804954,0.0001297643,0.005041604],"category_scores_gemma":[0.0001085315,0.0002459361,0.0002099398,0.0003504264,0.0003270872,0.00002395362,0.0002062167,0.0003338807,0.000005234249],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964579,"about_ca_system_score_gemma":0.006460991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4069155,"about_ca_topic_score_gemma":0.2302036,"domain_scores_codex":[0.9966413,0.0001243948,0.0009373375,0.0005451833,0.001298985,0.0004528092],"domain_scores_gemma":[0.9980783,0.0002324532,0.0003721538,0.0004921684,0.0003526242,0.0004722662],"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":[0.002690122,0.0007350143,0.02594181,0.0009256635,0.006165605,0.001196801,0.001516963,0.0003610524,0.0008977702,0.0001016158,0.835596,0.1238716],"study_design_scores_gemma":[0.03347681,0.001677219,0.1309482,0.003857073,0.006841047,0.00004907883,0.00497289,0.002101526,0.01774136,0.0002878102,0.7967888,0.001258243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710926,0.1610223,0.0005401637,0.1490131,0.003633081,0.004292527,0.004898161,0.0001617224,0.005346227],"genre_scores_gemma":[0.9736146,0.01319895,0.0006986667,0.01037357,0.001308554,0.0003927238,0.0001063981,0.00007082496,0.0002357072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302522,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972413607044959,"score_gpt":0.3281674224837952,"score_spread":0.2884432864133455,"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."}}