{"id":"W4394802129","doi":"10.1097/01.ju.0001008784.37684.bd.03","title":"MP53-03 REAL-WORLD RESPONSE TO FIRST LINE PLATINUM-BASED CHEMOTHERAPY IN LOCALLY ADVANCED OR METASTATIC UROTHELIAL CARCINOMA","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":"Metastatic Urothelial Carcinoma; Chemotherapy; Medicine; Oncology; Immunotherapy; Cancer; Internal medicine; Urothelial carcinoma; Bladder cancer","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":[0.0005772306,0.0001592872,0.0004110043,0.0003435942,0.0002445854,0.0009090426,0.0002952123,0.0006859086,0.006929261],"category_scores_gemma":[0.002231084,0.00009728131,0.0004523672,0.0003983481,0.0001460094,0.0002928352,0.0004345922,0.0004931845,0.001659058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006036754,"about_ca_system_score_gemma":0.0002168676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515121,"about_ca_topic_score_gemma":0.003565235,"domain_scores_codex":[0.9996797,0.0001011496,0.00003111427,0.00004607276,0.00008960394,0.00005236819],"domain_scores_gemma":[0.9989552,0.000285167,0.0002628838,0.00007407027,0.000177062,0.0002455018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007622309,0.0005407741,0.8325158,0.0002889872,0.0002289792,0.00286385,0.0002542088,0.002846962,0.004438551,0.0002505805,0.04011972,0.1080293],"study_design_scores_gemma":[0.0002054915,0.002007017,0.9715847,0.00006877074,0.0001014525,0.003446673,0.0003825006,0.003589115,0.002175539,0.0002075206,0.01618887,0.00004230604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737623,0.001268961,0.0006579558,0.001880486,0.0001792335,0.0001319459,0.01101058,0.0002643068,0.01084427],"genre_scores_gemma":[0.9884779,0.0003997951,0.0006977287,0.0004139662,0.0001086573,0.00007824037,0.006878246,0.00004514201,0.002900272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006929261,"threshold_uncertainty_score":0.02318066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556494313501893,"score_gpt":0.3271331568741653,"score_spread":0.3015682137391464,"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."}}