{"id":"W1991464658","doi":"10.1186/1471-2490-13-23","title":"The natural history of secondary muscle-invasive bladder cancer","year":2013,"lang":"en","type":"article","venue":"BMC Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Bladder cancer; Natural history; Disease; Biopsy; Cancer; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004692234,0.0001125452,0.0001985,0.00003727141,0.00003855171,0.000002796802,0.00009809341,0.0000840159,0.002337235],"category_scores_gemma":[0.00004921269,0.00007011354,0.00009135338,0.00004007689,0.0002449723,0.00004371793,0.00003272161,0.0001886789,0.0001063834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157876,"about_ca_system_score_gemma":0.0009099065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142874,"about_ca_topic_score_gemma":0.000987943,"domain_scores_codex":[0.999249,0.00005585153,0.0001753644,0.000177731,0.0001112233,0.000230789],"domain_scores_gemma":[0.9992913,0.0001799365,0.00007942354,0.0002688673,0.0001142428,0.00006620106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00159816,0.0005950338,0.1257649,0.0003988972,0.001087573,0.00007357506,0.004502153,0.00001510093,0.04768563,0.001710771,0.6990894,0.1174788],"study_design_scores_gemma":[0.003217624,0.0007276361,0.633555,0.000006718935,0.000369877,0.00005942422,0.0001923295,0.0000854942,0.001363531,0.0005924454,0.3596663,0.0001635956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818877,0.06236312,0.00002404074,0.004806146,0.003885351,0.001007417,0.00002078524,0.00007335524,0.04593211],"genre_scores_gemma":[0.9833593,0.0001432606,0.00008275707,0.002791724,0.0002246375,0.000158737,0.000006410636,0.0000182005,0.01321496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077901,"threshold_uncertainty_score":0.9985748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018077997588269,"score_gpt":0.2584348436929765,"score_spread":0.2403568461047075,"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."}}