{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01256483,0.001576286,0.002181428,0.00809993,0.003703968,0.003385731,0.006465192,0.00532432,0.003172903],"category_scores_gemma":[0.02995564,0.0008665501,0.003294128,0.009771812,0.002031746,0.002135801,0.003091011,0.005338139,0.001803616],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04248005,"about_ca_system_score_gemma":0.1971155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7011456,"about_ca_topic_score_gemma":0.824815,"domain_scores_codex":[0.9869193,0.002731766,0.003778721,0.0006633332,0.004785318,0.001121625],"domain_scores_gemma":[0.9545356,0.003117393,0.00267721,0.0003435127,0.0359962,0.003330069],"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":[0.00008082877,0.0001002993,0.006713017,0.01842046,0.0003749505,0.0007593092,0.001377064,0.001835424,0.0008002835,0.004028711,0.7416078,0.2239019],"study_design_scores_gemma":[0.0002765257,0.00009310912,0.01809186,0.07828127,0.001257715,0.001200407,0.00152108,0.001528261,0.0006552747,0.004152781,0.892724,0.0002176976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.00783381,0.4106268,0.02222291,0.4413382,0.01354908,0.007766415,0.01774601,0.0006973993,0.07821918],"genre_scores_gemma":[0.07024738,0.5640275,0.2173509,0.082339,0.002682527,0.005679932,0.02752439,0.0002778045,0.02987067],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9575199,"threshold_uncertainty_score":0.6012287,"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."}}