{"id":"W4235659586","doi":"10.1016/j.urology.2018.05.062","title":"AUTHOR REPLY","year":2018,"lang":"en","type":"letter","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Urothelial carcinoma; Biopsy; Metastasis; Radiology; General surgery; Internal medicine; Cancer","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":[0.003990036,0.0009831823,0.001933093,0.001156966,0.007989598,0.007650109,0.00269407,0.09364063,0.0174988],"category_scores_gemma":[0.04233768,0.001123904,0.001604363,0.0008461694,0.004053712,0.004464744,0.003870894,0.06158244,0.01320493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006300629,"about_ca_system_score_gemma":0.007719334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007676259,"about_ca_topic_score_gemma":0.01256089,"domain_scores_codex":[0.995037,0.001155629,0.0004765589,0.0007930523,0.001340962,0.001196747],"domain_scores_gemma":[0.9895197,0.004664441,0.0009617786,0.0003390999,0.002549438,0.001965512],"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":[0.00001641136,0.000008470772,0.0002954224,0.00003095588,0.00000946974,0.001048864,0.0001791045,0.00002551065,0.00004373534,0.00143938,0.9947614,0.002141336],"study_design_scores_gemma":[0.00006233351,0.00003138058,0.0007851658,0.0003752975,0.00003479037,0.001685029,0.001018427,0.000189312,0.0001418887,0.006560859,0.9890358,0.00007983921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002015795,0.0008581239,0.00004990719,0.9668168,0.02931847,0.00001082786,0.00003869777,0.00002234467,0.002683308],"genre_scores_gemma":[0.001407429,0.0003775123,0.00005082379,0.9769981,0.01312198,0.00002422482,0.00001537546,0.0000144985,0.007990201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09364063,"threshold_uncertainty_score":0.05853927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075868319010672,"score_gpt":0.3064732157962738,"score_spread":0.2757145326061671,"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."}}