{"id":"W2992532234","doi":"10.1016/j.euf.2019.11.015","title":"From Famine to Feast: Treating Urinary Malignancies in the Immunotherapy Era","year":2019,"lang":"en","type":"letter","venue":"European Urology Focus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Genitourinary system; Prostate cancer; Bench to bedside; Immunotherapy; Cancer; Kidney cancer; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002672882,0.0005049378,0.0006882296,0.0002261589,0.00007851957,0.00003920861,0.000517401,0.000293465,0.0004154035],"category_scores_gemma":[0.00004035335,0.0003397494,0.0002107215,0.0002015956,0.00009254134,0.0000381994,0.0001054989,0.00162766,0.001864369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008690393,"about_ca_system_score_gemma":0.00009889551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005817668,"about_ca_topic_score_gemma":0.00001331661,"domain_scores_codex":[0.9971313,0.0008257894,0.0004327282,0.0007125741,0.0003180451,0.0005795454],"domain_scores_gemma":[0.9984033,0.0003126231,0.0001448776,0.001053084,0.00004107982,0.00004508749],"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":[0.0009275807,0.0002589074,0.00591357,0.00004301243,0.0004563883,0.01777566,0.004472538,0.000004085762,0.0008919029,0.000005401014,0.9541906,0.01506033],"study_design_scores_gemma":[0.003125052,0.002661984,0.07889485,0.0001045544,0.0002213446,0.0004425684,0.00007939097,0.000001921083,0.00004955386,0.00006631037,0.9140295,0.0003230126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08959056,0.00611295,0.00004801487,0.7999294,0.0009762046,0.001691567,0.0002748446,0.0001316746,0.1012448],"genre_scores_gemma":[0.1693935,0.0001143074,0.0001930344,0.8139825,0.006043511,0.00007508371,0.0003762356,0.0002089193,0.009612874],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09163196,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869856965248045,"score_gpt":0.2594147319717449,"score_spread":0.2407161623192644,"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."}}