{"id":"W4360606840","doi":"10.1097/ju.0000000000003240.03","title":"PD09-03 INVERSE PROBABILITY TREATMENT WEIGHTING COMPARISON OF RADICAL CYSTECTOMY TO TRIMODALITY THERAPY FOR CT2-CT4 MUSCLE INVASIVE BLADDER CANCER","year":2023,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Art history; Art","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":[0.003224045,0.0006473936,0.002396987,0.000423127,0.000241544,0.001446175,0.0007715236,0.001237947,0.03081795],"category_scores_gemma":[0.007036863,0.0003372826,0.005484763,0.0004503533,0.0004087261,0.0008205026,0.0008642297,0.002331772,0.002333325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008045143,"about_ca_system_score_gemma":0.001399314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264572,"about_ca_topic_score_gemma":0.002572518,"domain_scores_codex":[0.997202,0.001903363,0.0001519174,0.0002106658,0.000379074,0.0001529628],"domain_scores_gemma":[0.997861,0.001177794,0.0003522167,0.0001645489,0.0001854422,0.000259038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7375206,0.003337273,0.002546418,0.003745206,0.01106596,0.00005838302,0.00008165943,0.005373615,0.002948755,0.002400611,0.02207136,0.2088502],"study_design_scores_gemma":[0.5823193,0.2475591,0.05860326,0.002491282,0.01773216,0.0004060235,0.0004861335,0.01629279,0.00331968,0.007688505,0.06278194,0.0003198365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811691,0.06042009,0.0189311,0.009865235,0.01232825,0.009551506,0.01347268,0.0007710376,0.09349103],"genre_scores_gemma":[0.9321687,0.0101066,0.01070703,0.004744145,0.001310397,0.004872413,0.004258866,0.0002363816,0.03159566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03081795,"threshold_uncertainty_score":0.1030963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08264044296958524,"score_gpt":0.3708376891399702,"score_spread":0.2881972461703849,"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."}}