{"id":"W4213044904","doi":"10.1097/ju.0000000000001809","title":"This Month in Adult Urology","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Open Prostatectomy; Enucleation; Trigone of urinary bladder; Prostatectomy; Urology; Prostate; Transurethral resection of the prostate; General surgery; Surgery; Urinary bladder; Internal medicine","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":[0.000602421,0.0009820051,0.0009930151,0.001418063,0.001609226,0.004135024,0.0006812504,0.001850918,0.7548653],"category_scores_gemma":[0.004610425,0.0004589812,0.0008286369,0.001395462,0.0005323168,0.002800831,0.002377165,0.003192466,0.5471855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006305358,"about_ca_system_score_gemma":0.00110962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592063,"about_ca_topic_score_gemma":0.004930199,"domain_scores_codex":[0.9993646,0.00006650297,0.00005654799,0.0001153192,0.0002540943,0.0001429095],"domain_scores_gemma":[0.996564,0.0003108738,0.0002163572,0.0001965586,0.0009228543,0.001789405],"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":[0.00002198965,0.00003153848,0.0002478707,0.0001045634,0.000004395376,0.0001157659,0.00001855463,0.000009773446,0.0000938902,0.0003560939,0.9607662,0.03822941],"study_design_scores_gemma":[0.000005354294,0.00001503098,0.0004716682,0.0001675536,0.000001510944,0.000233039,0.00003678825,0.000007699845,0.0000325346,0.0001058915,0.9989181,0.00000486644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001625349,0.01527233,0.0007528009,0.02199737,0.1474255,0.0001841202,0.002133152,0.002833465,0.8077759],"genre_scores_gemma":[0.004638999,0.008857522,0.0005572755,0.01456365,0.01882972,0.00006237875,0.00107801,0.0007976086,0.9506149],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7548653,"threshold_uncertainty_score":0.3496548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330677197738639,"score_gpt":0.2709740130238199,"score_spread":0.2576672410464335,"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."}}