{"id":"W4240106618","doi":"10.1097/ju.0000000000001840.02","title":"Reply by Authors","year":2021,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Library science; Urology; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003393042,0.0009939664,0.001020095,0.000852914,0.002777232,0.004013609,0.002233457,0.01830328,0.09945532],"category_scores_gemma":[0.04584233,0.000551504,0.00153111,0.0007297981,0.001998553,0.004670972,0.003066583,0.02042988,0.07837999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485028,"about_ca_system_score_gemma":0.004620255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211349,"about_ca_topic_score_gemma":0.002748704,"domain_scores_codex":[0.9950801,0.0009504709,0.0005272669,0.0007338627,0.001935775,0.0007724599],"domain_scores_gemma":[0.9811009,0.003808642,0.001021454,0.0008713962,0.01058552,0.002612074],"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":[0.00001378926,0.000004277473,0.0001227361,0.0000292254,0.000003572603,0.00009585106,0.00004905431,0.000005005243,0.00002663499,0.0004578797,0.9951863,0.004005664],"study_design_scores_gemma":[0.00001201598,0.00001185421,0.0001837546,0.0001227062,0.000008390227,0.0005846836,0.0002435119,0.00002003769,0.00009899062,0.0008411715,0.9978539,0.00001884146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000448794,0.002831355,0.0003046686,0.8127748,0.1697233,0.00003633331,0.0003556635,0.0002471221,0.01327793],"genre_scores_gemma":[0.00413773,0.002195374,0.0003342284,0.8808482,0.04260138,0.00008919913,0.0002618979,0.0001561929,0.06937578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9005447,"threshold_uncertainty_score":0.3327112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402308905686444,"score_gpt":0.2709227469632626,"score_spread":0.2468996579063982,"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."}}