{"id":"W2593384642","doi":"10.1038/nrurol.2017.16","title":"BCG-unresponsive non-muscle-invasive bladder cancer: recommendations from the IBCG","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Bladder cancer; Immunotherapy; Intensive care medicine; Cancer; Oncology; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005851488,0.00101698,0.004670904,0.0001786746,0.0004903834,0.00006604566,0.001040022,0.002045302,0.002151525],"category_scores_gemma":[0.001501688,0.0005596007,0.001687377,0.000316634,0.0002629802,0.0000920984,0.0002470524,0.0036811,0.001083469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149379,"about_ca_system_score_gemma":0.002152901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477046,"about_ca_topic_score_gemma":0.0006442703,"domain_scores_codex":[0.995544,0.001161435,0.001178026,0.001163687,0.0003133626,0.000639492],"domain_scores_gemma":[0.9938341,0.001688577,0.001489654,0.002479875,0.0002466891,0.0002611509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004031459,0.00007434961,0.000020125,0.001724571,0.001243296,0.00008293214,0.00009900985,2.163772e-8,4.629574e-7,0.00003450621,0.1312411,0.8654394],"study_design_scores_gemma":[0.0007561977,0.000256755,0.0001347009,0.009995634,0.01252036,0.0001722757,0.000008561344,3.138253e-7,6.970222e-7,0.00008972164,0.9756533,0.0004115181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.771986e-7,0.9774511,0.00001172922,0.009840733,0.00298855,0.005055073,0.001401752,0.00005210724,0.00319791],"genre_scores_gemma":[0.000009479866,0.9814893,0.0002110455,0.008604535,0.003082971,0.002303781,0.001470756,0.0001442065,0.002683944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8650278,"threshold_uncertainty_score":0.9996943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005494189705015,"score_gpt":0.4409690862218839,"score_spread":0.3404196672513823,"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."}}