{"id":"W2894186044","doi":"10.1016/j.euf.2018.09.004","title":"Critical Questions To Optimize Intravesical Therapy for Non–muscle-invasive Bladder Cancer","year":2018,"lang":"en","type":"editorial","venue":"European Urology Focus","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; Bladder cancer; Prostate cancer; Kidney cancer; Cancer; Oncology; Urothelial cancer; Blockade; Internal medicine; Urology","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":[0.000360722,0.0006575171,0.0009418982,0.000222773,0.0002375329,0.00006233656,0.0004072921,0.0006965135,0.0009057393],"category_scores_gemma":[0.002180849,0.0005505038,0.0003660157,0.0001652962,0.0004676432,0.00006137392,0.0001356626,0.0009490772,0.0007891128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831897,"about_ca_system_score_gemma":0.001146202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355746,"about_ca_topic_score_gemma":0.00008132844,"domain_scores_codex":[0.9966066,0.000325735,0.0005514392,0.001182322,0.0004702299,0.0008637109],"domain_scores_gemma":[0.9962063,0.001378669,0.0001210477,0.0007859581,0.0009116213,0.0005963856],"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":[0.002274983,0.000377012,0.00001738191,0.00005054547,0.0006382131,0.0002673748,0.0003502539,0.000003500619,0.0002204012,0.0000544878,0.9852479,0.01049793],"study_design_scores_gemma":[0.005148679,0.00812411,0.0009546071,0.0001261062,0.001044356,0.00002292045,0.00001214408,0.000008905044,0.0003077655,0.0002085228,0.9835444,0.0004974484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008184428,0.002978495,0.004770923,0.01393749,0.9459416,0.003552635,0.0025835,0.0003675467,0.02504941],"genre_scores_gemma":[0.0113865,0.001381647,0.0030278,0.004547573,0.974065,0.0007947998,0.0003612437,0.0004284831,0.004006958],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02812344,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811061394701202,"score_gpt":0.3323928793887905,"score_spread":0.3142822654417785,"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."}}