{"id":"W4399859739","doi":"10.1097/upj.0000000000000609","title":"Reply by Authors","year":2024,"lang":"en","type":"letter","venue":"Urology Practice","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; General surgery; Family medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002777306,0.000305433,0.0004555137,0.0001194615,0.00004782762,0.00004148145,0.0000995111,0.0008364604,0.000499801],"category_scores_gemma":[0.0006756958,0.0002493467,0.0001482478,0.0001266914,0.00009700372,0.0001024392,0.00007194185,0.003111715,0.002329006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187073,"about_ca_system_score_gemma":0.0002354344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128564,"about_ca_topic_score_gemma":6.918012e-7,"domain_scores_codex":[0.9981228,0.0001845,0.0002883643,0.0007264239,0.0002733071,0.0004046494],"domain_scores_gemma":[0.9980966,0.0008973134,0.0002006433,0.0006062376,0.0001072657,0.00009190189],"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":[0.0001345815,0.0001059601,0.00005540327,0.0001519198,0.0008516535,0.01583371,0.00007038293,1.214765e-7,0.000006793452,0.00003770928,0.9812353,0.001516492],"study_design_scores_gemma":[0.0004775999,0.00101935,0.00001627751,0.00004308373,0.003312939,0.001829945,0.00001017712,0.000004843996,0.00005712074,0.0001707531,0.9928799,0.0001779612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003973981,0.01766353,0.00001082366,0.9458281,0.0018443,0.0004523845,0.0001220472,0.0001685629,0.03387044],"genre_scores_gemma":[0.0001427892,0.002302756,0.0002844413,0.9543584,0.002604088,0.0002175877,0.0009181459,0.00009121699,0.03908056],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01536077,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970842811176293,"score_gpt":0.3180453393416763,"score_spread":0.2983369112299134,"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."}}