{"id":"W4252373923","doi":"10.1097/ju.0000000000000529","title":"This Month in Adult Urology","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystoscopy; Race (biology); Lidocaine; Prostate cancer; Socioeconomic status; Prostatectomy; Anxiety; Urology; Cancer; Surgery; Internal medicine; Psychiatry; Urinary system; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006734864,0.0009136651,0.0009754318,0.001372879,0.001670042,0.004303699,0.0008491639,0.002192393,0.8334966],"category_scores_gemma":[0.00581321,0.0004400209,0.0008951827,0.001343062,0.0004832176,0.002789297,0.002591479,0.0031478,0.6406187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261034,"about_ca_system_score_gemma":0.001293579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021323,"about_ca_topic_score_gemma":0.006862185,"domain_scores_codex":[0.9992874,0.00008693342,0.00006183486,0.0001282225,0.0002935167,0.0001420739],"domain_scores_gemma":[0.9963595,0.0003062819,0.0002134358,0.0001970646,0.0009709397,0.001952722],"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":[0.00001621783,0.00002026878,0.0001350658,0.0000874371,0.000002726973,0.00005415571,0.00001169723,0.000006614942,0.00005469468,0.0002312214,0.9709581,0.02842178],"study_design_scores_gemma":[0.000007024389,0.00001313752,0.0004226451,0.0001684083,0.000001475952,0.0001216997,0.00003528218,0.000007933741,0.00002853211,0.0001211887,0.9990677,0.000004962532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001187729,0.01184695,0.0006279805,0.02806017,0.1095331,0.0002103443,0.003290634,0.002761331,0.8424818],"genre_scores_gemma":[0.003176191,0.006661349,0.0004579723,0.01424714,0.01515385,0.000071145,0.00133952,0.0007163301,0.9581765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8334966,"threshold_uncertainty_score":0.2374969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069087164402035,"score_gpt":0.2585253506210108,"score_spread":0.2478344789769905,"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."}}