{"id":"W4392807855","doi":"10.1016/j.urolonc.2024.01.099","title":"REAL-WORLD ELIGIBILITY AND UTILIZATION OF AVELUMAB MAINTENANCE IN PATIENTS WITH LOCALLY ADVANCED OR METASTATIC UROTHELIAL CARCINOMA","year":2024,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seagen (Canada)","funders":"","keywords":"Avelumab; Metastatic Urothelial Carcinoma; Urothelial carcinoma; Oncology; Medicine; Internal medicine; Immunotherapy; Bladder cancer; Cancer; Nivolumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402901,0.0001088451,0.000359036,0.0005693954,0.0002869528,0.0008196262,0.0003731012,0.0005536429,0.002021729],"category_scores_gemma":[0.004320668,0.0001321175,0.0006075505,0.001140238,0.0002311405,0.0007401014,0.0004385319,0.0006559613,0.0002816052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692554,"about_ca_system_score_gemma":0.0004093265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786929,"about_ca_topic_score_gemma":0.005813248,"domain_scores_codex":[0.9993524,0.0001962359,0.0001034286,0.000132213,0.00008320528,0.0001326118],"domain_scores_gemma":[0.9971827,0.0007557619,0.001466258,0.0001047793,0.0001237362,0.0003667606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006936934,0.00003872058,0.9944721,0.00003037107,0.000106071,0.00007233799,0.00004808447,0.0001752556,0.0001428627,0.00004823029,0.0003220961,0.003850094],"study_design_scores_gemma":[0.00001917934,0.0001580302,0.9976305,0.00002303418,0.00006984136,0.0003317936,0.000279779,0.0005658397,0.00008152872,0.00007158643,0.0007578614,0.00001088428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967347,0.001041936,0.00005697129,0.0002090932,0.00001044763,0.000005899925,0.00130657,0.000004291874,0.0006300234],"genre_scores_gemma":[0.9987959,0.000219019,0.00004545909,0.00007867656,0.00001745676,0.000006201738,0.0007503544,0.000001993902,0.0000849363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003786929,"threshold_uncertainty_score":0.007529736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236979243773534,"score_gpt":0.3382561816656844,"score_spread":0.305886389227949,"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."}}