{"id":"W4205668821","doi":"10.1016/j.urology.2021.08.052","title":"AUTHOR REPLY","year":2022,"lang":"en","type":"letter","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Disease; Gynecology; Urology; Cancer; Internal medicine","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":[0.00481355,0.001130721,0.002206205,0.001387167,0.009916821,0.008944022,0.003008027,0.1093447,0.02116269],"category_scores_gemma":[0.0370841,0.001482372,0.002091676,0.001109774,0.003646096,0.004068731,0.004212121,0.0675064,0.01491151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007622216,"about_ca_system_score_gemma":0.01052775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468907,"about_ca_topic_score_gemma":0.02402486,"domain_scores_codex":[0.994298,0.001192902,0.0005574605,0.000901136,0.001456304,0.00159423],"domain_scores_gemma":[0.9879355,0.005484025,0.0008839514,0.0004051811,0.002618527,0.002672731],"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":[0.00002335481,0.00001153312,0.0003680138,0.00003387069,0.00001487314,0.001482294,0.000200754,0.00003237537,0.00006368281,0.001426806,0.9944038,0.001938571],"study_design_scores_gemma":[0.00007424353,0.00003230017,0.001097066,0.0003452819,0.0000458381,0.001853572,0.001009766,0.0001995675,0.0001716546,0.004861494,0.9902222,0.00008704951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002663193,0.0008053466,0.00005596064,0.9557196,0.03930973,0.00001792903,0.00004866533,0.00002206482,0.003754341],"genre_scores_gemma":[0.001203871,0.0003070269,0.00005382334,0.9748585,0.01264512,0.00002898024,0.00001588692,0.00001506452,0.0108717],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1093447,"threshold_uncertainty_score":0.07079625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781574632433377,"score_gpt":0.2909688373958235,"score_spread":0.2631530910714898,"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."}}