{"id":"W4388215338","doi":"10.1097/upj.0000000000000481.02","title":"Reply by Authors","year":2023,"lang":"en","type":"article","venue":"Urology Practice","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Bladder cancer; Gemcitabine; Docetaxel; Library science; Family medicine; Urology; General surgery; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002678212,0.00008311267,0.0001327641,0.00006159358,0.00006349178,0.00000727187,0.00004839553,0.00008670949,0.0003251549],"category_scores_gemma":[0.0008522373,0.00007221448,0.00003775647,0.0002406245,0.00004534524,0.000112267,0.00002862912,0.0002107857,0.002372277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002253234,"about_ca_system_score_gemma":0.00007125297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330842,"about_ca_topic_score_gemma":0.000001245902,"domain_scores_codex":[0.9992025,0.00009317134,0.0001165713,0.0002318269,0.0001330612,0.0002228679],"domain_scores_gemma":[0.9992458,0.0002939471,0.00005401161,0.0002536134,0.0000517466,0.0001008301],"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":[0.001036711,0.0002133285,0.00487049,0.00001171404,0.0002621396,0.0006751561,0.0003550303,0.000002161744,0.001690195,0.0003748333,0.9835589,0.006949345],"study_design_scores_gemma":[0.001049422,0.0005809671,0.003979485,0.000001620245,0.0002861306,0.0003454482,0.00009553438,0.00003896179,0.0004628882,0.0001651071,0.9929363,0.00005812646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1217445,0.001746819,0.0002960401,0.5188627,0.001886551,0.0008250659,0.0000500013,0.00124621,0.3533421],"genre_scores_gemma":[0.8529634,0.0005087613,0.0006788088,0.09350628,0.000347625,0.00008116144,0.0001176515,0.00005306026,0.05174325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7312189,"threshold_uncertainty_score":0.9984045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457187011876625,"score_gpt":0.3413789004039344,"score_spread":0.3168070302851682,"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."}}