{"id":"W1985060557","doi":"10.1046/j.1523-5394.2002.106011.x","title":"Bladder Cancer","year":2002,"lang":"en","type":"review","venue":"Cancer Practice","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Cancer; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000134335,0.0006591145,0.001976833,0.0001615106,0.0001123589,0.00005976326,0.0002122656,0.0004557125,0.010272],"category_scores_gemma":[0.0001868745,0.0004969873,0.0006004884,0.000529096,0.00008014093,0.0002949454,0.00006699844,0.0009319758,0.001136298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006568,"about_ca_system_score_gemma":0.001747284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009954486,"about_ca_topic_score_gemma":0.0000320572,"domain_scores_codex":[0.9974673,0.000174693,0.0005741219,0.0007657756,0.0005019435,0.0005162045],"domain_scores_gemma":[0.9978161,0.0003116701,0.0005565334,0.0007453205,0.0002476313,0.0003226796],"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":[0.0000468117,0.0002039987,0.000005016082,0.007365762,0.002320542,0.0002221909,0.00007936585,2.642322e-7,1.311293e-7,0.00002255071,0.0593894,0.930344],"study_design_scores_gemma":[0.0008380872,0.0001252206,0.000003037828,0.01073947,0.02015226,0.0004399336,0.00002138389,0.000001519093,0.000001890307,0.000003554924,0.9672387,0.0004349838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.436702e-7,0.933412,0.000007570189,0.001248382,0.001466368,0.001412122,0.0002572716,0.0001221318,0.06207398],"genre_scores_gemma":[0.000001067371,0.9601608,0.00021511,0.002636286,0.002440739,0.002077119,0.00005990376,0.0001917772,0.0322172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.929909,"threshold_uncertainty_score":0.9997482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128576035822915,"score_gpt":0.4535409379707624,"score_spread":0.3249649021478473,"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."}}