{"id":"W3107735897","doi":"10.5489/cuaj.6794","title":"Resident exposure to open simple prostatectomy in the United Kingdom: Going, going, gone? (Re: National discrepancies in residency training of open simple prostatectomy for benign prostatic enlargement: Redefining our gold standard, CUAJ, June 2020)","year":2020,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostatectomy; Gold standard (test); Simple (philosophy); Medicine; Open Prostatectomy; Urology; Prostate cancer; Radiology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696335,0.0003815099,0.0005038878,0.0005263665,0.003664937,0.001821794,0.0009345164,0.02390653,0.007986982],"category_scores_gemma":[0.01075998,0.0005917924,0.0006155367,0.0004944522,0.001532829,0.001751837,0.001433306,0.01322857,0.002673558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006524467,"about_ca_system_score_gemma":0.009977303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1022209,"about_ca_topic_score_gemma":0.2720293,"domain_scores_codex":[0.9979181,0.0004699164,0.0003131316,0.0001814577,0.0005110792,0.0006063907],"domain_scores_gemma":[0.9935209,0.001386033,0.0008317068,0.0001590862,0.001406717,0.002695601],"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":[0.00006936641,0.00004611321,0.006623233,0.00006805712,0.000009491492,0.002009121,0.0002723921,0.00002811053,0.0002208536,0.0004001553,0.9830931,0.00716004],"study_design_scores_gemma":[0.0002109463,0.0003237961,0.07085184,0.002182085,0.00007341009,0.007915704,0.00748945,0.0005872211,0.0003250944,0.002056883,0.907795,0.0001886468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002991547,0.001468079,0.00004236515,0.9789901,0.01102183,0.00001109053,0.0001261614,0.00002838782,0.005320524],"genre_scores_gemma":[0.02449079,0.002382868,0.0001943727,0.9430308,0.01533838,0.00003590815,0.0001429331,0.00003471539,0.01434919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1022209,"threshold_uncertainty_score":0.2032517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065116062105855,"score_gpt":0.3646652274396207,"score_spread":0.2581536212290352,"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."}}