{"id":"W4313231353","doi":"10.3389/fonc.2022.1126494","title":"Editorial: Therapies and influences in urothelial carcinoma","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Urothelial carcinoma; Genitourinary system; Medicine; Oncology; Urology; Internal medicine; General surgery; Gynecology; Bladder cancer; 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":[0.00614299,0.00428331,0.003736804,0.003220947,0.003068533,0.005966833,0.003362972,0.01180123,0.01388274],"category_scores_gemma":[0.02307884,0.00094517,0.002955408,0.001346594,0.00215661,0.004944151,0.001497617,0.01631357,0.01149152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003227076,"about_ca_system_score_gemma":0.002911328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273581,"about_ca_topic_score_gemma":0.002810286,"domain_scores_codex":[0.9955194,0.001055097,0.0005879476,0.000530484,0.002028994,0.0002781367],"domain_scores_gemma":[0.9809194,0.008906428,0.0009485935,0.000391806,0.006426866,0.002406904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004251957,0.00001169861,0.00001809787,0.0002063113,0.00001477942,0.0000764716,0.000008442104,0.0000247908,0.00003925099,0.0001607734,0.9958932,0.00350368],"study_design_scores_gemma":[0.0001229434,0.00005916585,0.0003550706,0.0008972482,0.00009102217,0.00045442,0.0000540615,0.0002106388,0.0001614147,0.001314963,0.9962493,0.00002975321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002745027,0.005461269,0.00005526414,0.02325215,0.9702861,0.00001336217,0.00003497463,0.00003036594,0.0008389645],"genre_scores_gemma":[0.0002551973,0.004300402,0.00004876945,0.01619621,0.975425,0.0000135281,0.00002524779,0.00002046408,0.003715118],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01388274,"threshold_uncertainty_score":0.04644233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027687217221791,"score_gpt":0.3007808507740994,"score_spread":0.2905039786018815,"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."}}