{"id":"W4360607630","doi":"10.1097/ju.0000000000003303.07","title":"PD25-07 PROTEOMIC PROFILING OF MUSCLE INVASIVE BLADDER CANCER TREATED WITH NEOADJUVANT CHEMOTHERAPY REVEALS UNIQUE BIOLOGIC CLUSTERS WITH CLINICAL RELEVANCE","year":2023,"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":"Medicine; Bladder cancer; Cystectomy; Context (archaeology); Oncology; Cancer; Internal medicine; History; Archaeology","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":[0.0003790265,0.000316363,0.000572006,0.001648094,0.0006516259,0.001804696,0.0002616946,0.0007730316,0.00595327],"category_scores_gemma":[0.0007290829,0.0002994821,0.000502274,0.001229976,0.0003339862,0.0004624764,0.0007608018,0.0006477846,0.002209924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320113,"about_ca_system_score_gemma":0.0006472055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695614,"about_ca_topic_score_gemma":0.00289825,"domain_scores_codex":[0.9996104,0.00003744375,0.000034578,0.00008268531,0.0001652718,0.00006971259],"domain_scores_gemma":[0.9996967,0.00003464169,0.00006647277,0.00002215341,0.00008590885,0.00009409685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005377044,0.0003701731,0.3511438,0.001232427,0.0006260477,0.003326152,0.0008005986,0.001115602,0.4049979,0.001349317,0.0609576,0.1687033],"study_design_scores_gemma":[0.0001862992,0.0008229394,0.7867416,0.0002764662,0.0005679695,0.007328225,0.001768949,0.003765455,0.08416729,0.001334407,0.1129251,0.0001152413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450613,0.01880724,0.00325123,0.004350037,0.0006383191,0.0001509849,0.009500353,0.0006062739,0.01763419],"genre_scores_gemma":[0.9634395,0.006659887,0.003576214,0.001373481,0.0002065299,0.0001250546,0.01123276,0.0001024446,0.01328408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00595327,"threshold_uncertainty_score":0.0199157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03689670054639865,"score_gpt":0.3287585904914028,"score_spread":0.2918618899450041,"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."}}