{"id":"W4386201115","doi":"","title":"How I Do It: Maintenance avelumab for advanced urothelial carcinoma","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Avelumab; Medicine; Oncology; Maintenance therapy; Bladder cancer; Chemotherapy; Internal medicine; Merkel cell carcinoma; Metastatic Urothelial Carcinoma; Disease; Immunotherapy; Carcinoma; Pembrolizumab; Urothelial carcinoma; Cancer","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":[0.0003334869,0.0001347142,0.000255555,0.0003287425,0.0001847319,0.0004948805,0.0002223201,0.0004299698,0.001363326],"category_scores_gemma":[0.0008410256,0.00005884082,0.0002772316,0.0002232639,0.0002609441,0.0009600029,0.0001767824,0.0009659325,0.0007211455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563814,"about_ca_system_score_gemma":0.0004763531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003767437,"about_ca_topic_score_gemma":0.001471453,"domain_scores_codex":[0.9999089,0.00002868592,0.00001492006,0.00001568172,0.00002254936,0.000009243689],"domain_scores_gemma":[0.9998624,0.00005135122,0.0000340907,0.000005478372,0.00002248012,0.00002404948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002652016,0.0000450404,0.001061206,0.002022834,0.00006123351,0.0003966594,0.0000600172,0.00009517556,0.002920573,0.002533039,0.05982454,0.9307144],"study_design_scores_gemma":[0.0001478114,0.0009247233,0.004516858,0.002277205,0.0001566446,0.006572713,0.0001100046,0.0002327709,0.002382398,0.003226926,0.9794263,0.00002569833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005524054,0.9578705,0.001433383,0.02352751,0.004130442,0.00003641092,0.00007315697,0.0000717593,0.007332797],"genre_scores_gemma":[0.06141178,0.8875976,0.002674716,0.02912455,0.008310667,0.00006431995,0.0001756268,0.00002808325,0.0106126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001363326,"threshold_uncertainty_score":0.004560828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561058926921728,"score_gpt":0.2651003074118916,"score_spread":0.2294897181426743,"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."}}