{"id":"W2997330577","doi":"10.21037/tau.2019.12.06","title":"Capturing recurrence in urothelial carcinoma: “more than meets the eye”","year":2019,"lang":"en","type":"letter","venue":"Translational Andrology and Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Malignancy; Oncology; Chemotherapy; Lamina propria; Cisplatin; Bladder cancer; Carcinoma; Urothelial carcinoma; Immune checkpoint; Internal medicine; Targeted therapy; Carcinoma in situ; Disease; Cancer; Immunotherapy; Pathology; Epithelium","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":[0.001872051,0.000457091,0.0008636905,0.0004873189,0.001725104,0.001746323,0.001208949,0.01348403,0.005538828],"category_scores_gemma":[0.01857337,0.0002996415,0.0007079887,0.0004677945,0.001404244,0.003528604,0.0008520656,0.01440592,0.004778448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667055,"about_ca_system_score_gemma":0.002308638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621947,"about_ca_topic_score_gemma":0.005919119,"domain_scores_codex":[0.9983083,0.0006542056,0.0002104027,0.0002007512,0.0004487447,0.0001775581],"domain_scores_gemma":[0.9941133,0.002743362,0.0003468465,0.0002013908,0.00169293,0.0009022334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00005266925,0.0000358009,0.001144855,0.0001403132,0.00001376961,0.001951798,0.0001161666,0.0000773467,0.0001877195,0.001578838,0.9515768,0.04312395],"study_design_scores_gemma":[0.0001077676,0.0001844762,0.002310138,0.001113406,0.00005278864,0.01326173,0.0005529399,0.000790025,0.0003671945,0.0131643,0.9680214,0.00007379615],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006373968,0.006272196,0.0003037344,0.9695604,0.02084349,0.00001432901,0.00003716674,0.00004904882,0.002282176],"genre_scores_gemma":[0.009724963,0.01047223,0.0007954583,0.8823407,0.09032356,0.00002955037,0.00006075293,0.00003825028,0.006214495],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01348403,"threshold_uncertainty_score":0.01935095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001153198381072,"score_gpt":0.2695763667430607,"score_spread":0.24956483475925,"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."}}