{"id":"W4394801754","doi":"10.1097/01.ju.0001009404.49693.12.13","title":"MP77-13 DOWNSTAGING OF PRIMARY VS. SECONDARY MUSCLE INVASIVE BLADDER CANCER AFTER CYSTECTOMY AND ITS ASSOCIATION WITH SURVIVAL","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Cystectomy; Retrospective cohort study; Medicine; Cohort; Internal medicine; Cancer; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244229,0.0001909049,0.0003002749,0.000682688,0.0002519961,0.0007127693,0.0002915304,0.000465429,0.006991222],"category_scores_gemma":[0.002750252,0.000117485,0.0004516921,0.0005723747,0.0001905737,0.000299471,0.0005312506,0.0006981176,0.001152731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982902,"about_ca_system_score_gemma":0.0003363717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360988,"about_ca_topic_score_gemma":0.004403176,"domain_scores_codex":[0.9997216,0.00003760686,0.00002261741,0.0000405116,0.000102415,0.00007521118],"domain_scores_gemma":[0.99886,0.0002798888,0.000337887,0.00005335489,0.000198832,0.0002700349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005950512,0.00003082181,0.9680435,0.00008526608,0.00009391604,0.0002207958,0.00005112914,0.0001751386,0.0003938582,0.0001066778,0.005078096,0.02512582],"study_design_scores_gemma":[0.00001154173,0.0001107324,0.9956589,0.00006979273,0.0000788232,0.0007740721,0.0001274383,0.0004559675,0.0002323948,0.0001408649,0.002326169,0.00001343131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796796,0.006438159,0.0003247861,0.001689083,0.0002162663,0.00002486634,0.003925069,0.00006135496,0.007640616],"genre_scores_gemma":[0.9927301,0.001874009,0.0001608749,0.0001517192,0.000192179,0.0000215547,0.002565875,0.00002150507,0.002282214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006991222,"threshold_uncertainty_score":0.02338791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048397946762831,"score_gpt":0.2492212792326277,"score_spread":0.2387372997649994,"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."}}