{"id":"W4239518261","doi":"10.1097/ju.0000000000000595.02","title":"Reply by Authors","year":2020,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre","funders":"","keywords":"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":[0.003601881,0.000867011,0.001061836,0.001008958,0.003232139,0.004602786,0.00228961,0.01912382,0.08185058],"category_scores_gemma":[0.03982002,0.0006081944,0.001285972,0.0009587092,0.002110487,0.005805242,0.002969789,0.02317211,0.0650804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356579,"about_ca_system_score_gemma":0.0051786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773978,"about_ca_topic_score_gemma":0.003906563,"domain_scores_codex":[0.9965793,0.0007046733,0.0003861759,0.0005593206,0.001211154,0.0005592555],"domain_scores_gemma":[0.9803092,0.003984356,0.0008937038,0.000946586,0.01061918,0.003246951],"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":[0.00001164462,0.000004895549,0.0001388903,0.00002653269,0.000003051008,0.00006105968,0.00004357846,0.000004675234,0.00001753537,0.000483759,0.9950687,0.004135652],"study_design_scores_gemma":[0.0000095426,0.000008180406,0.0002226898,0.00009816699,0.000006159832,0.0003105622,0.0002136208,0.00001682682,0.00007784549,0.0007693647,0.9982509,0.00001621625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003358333,0.003633532,0.0002123889,0.8471921,0.1380729,0.00002554028,0.0002837985,0.0001801198,0.01006386],"genre_scores_gemma":[0.003322592,0.002509366,0.0002649845,0.8969207,0.03728448,0.00006973736,0.0002263066,0.000142742,0.05925904],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08185058,"threshold_uncertainty_score":0.2738175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229703371865503,"score_gpt":0.2803639641314002,"score_spread":0.2580669304127452,"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."}}