{"id":"W4294693492","doi":"10.3390/curroncol29090502","title":"The Diagnostic Value of PI-RADS v2.1 in Patients with a History of Transurethral Resection of the Prostate (TURP)","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Shen Kang Hospital Development Center; National Natural Science Foundation of China","keywords":"Medicine; Prostate; Prostate cancer; Urology; Transurethral resection of the prostate; Logistic regression; Receiver operating characteristic; Retrospective cohort study; Cohort; Area under the curve; 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":[0.003472113,0.0004734021,0.0005013642,0.001330917,0.0002818494,0.0009343379,0.0005511997,0.0006368655,0.0006953093],"category_scores_gemma":[0.0123039,0.0003772261,0.0003992483,0.000777692,0.000537562,0.0008465625,0.0005678978,0.0008197798,0.0002718994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448637,"about_ca_system_score_gemma":0.0002829439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033013,"about_ca_topic_score_gemma":0.0009690773,"domain_scores_codex":[0.9983079,0.0006747171,0.0001647715,0.0004117753,0.0002509216,0.0001898423],"domain_scores_gemma":[0.99222,0.003852508,0.002095476,0.000499144,0.0005437548,0.0007891245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940458,0.00001291435,0.9981263,0.000005057589,0.0000275232,0.00005312228,0.00001568967,0.0001125982,0.0001727592,0.000009589501,0.00003800191,0.001232443],"study_design_scores_gemma":[0.00001769804,0.0003688479,0.9956132,0.000009355679,0.00006293738,0.001051416,0.00006836173,0.002196857,0.0003738575,0.0000551414,0.0001726291,0.000009733285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983177,0.0008164594,0.0002522208,0.0000449332,0.00001030243,0.000007025337,0.00008802151,0.000009200532,0.0004541053],"genre_scores_gemma":[0.9995609,0.00006463412,0.0001658238,0.00001796301,0.00001691146,0.000004063979,0.0001270278,0.000002814408,0.00003981723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003472113,"threshold_uncertainty_score":0.01836252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383754013014202,"score_gpt":0.3123286411034698,"score_spread":0.2784911009733277,"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."}}