{"id":"W3004941033","doi":"10.1016/j.eururo.2019.12.014","title":"Reply To Kenneth B. Yatai, Mark J. Dunning, Dennis Wang. Consensus Genomic Subtypes of Muscle-invasive Bladder Cancer: A Step in the Right Direction but Still a Long Way To Go. Eur Urol 2020;77:434–5","year":2020,"lang":"en","type":"letter","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Genome British Columbia; University of British Columbia; University of Toronto; University Health Network; Mount Sinai Hospital; Canada's Michael Smith Genome Sciences Centre; BC Cancer Agency","funders":"Novo Nordisk Fonden","keywords":"Medicine; Bladder cancer; Urothelial cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003886811,0.000963423,0.001576111,0.001024174,0.003336434,0.002830913,0.001578865,0.03622733,0.007983027],"category_scores_gemma":[0.02185153,0.0009306817,0.001118607,0.0008091882,0.002117321,0.003701213,0.001711658,0.03241578,0.01149436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735127,"about_ca_system_score_gemma":0.004052091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00899596,"about_ca_topic_score_gemma":0.01238833,"domain_scores_codex":[0.9975968,0.0007370798,0.0003449448,0.0002830123,0.0007204264,0.0003176744],"domain_scores_gemma":[0.992753,0.003805905,0.0004512009,0.0001387983,0.001620488,0.001230492],"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":[0.00003347289,0.000008447902,0.0002081322,0.00002390002,0.000004459814,0.000340544,0.00004007518,0.00001472149,0.00004476388,0.0004028903,0.9967406,0.002138006],"study_design_scores_gemma":[0.0001384533,0.00007892174,0.001862299,0.0003972973,0.00003131692,0.002195184,0.0005548233,0.000300161,0.0002269943,0.004614838,0.9895014,0.0000981741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001149001,0.001377662,0.00003987785,0.9819168,0.01556233,0.000006689321,0.00007367076,0.00001960467,0.0008883895],"genre_scores_gemma":[0.001035764,0.0008952066,0.00006858117,0.978791,0.01558245,0.00002191323,0.00004621863,0.00001483606,0.003544011],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03622733,"threshold_uncertainty_score":0.02710038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522532164950948,"score_gpt":0.2506353127179626,"score_spread":0.2354099910684531,"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."}}