{"id":"W4287447747","doi":"10.1111/his.14729","title":"Prostatic malakoplakia: clinicopathological assessment of a multi‐institutional series of 49 patients","year":2022,"lang":"en","type":"article","venue":"Histopathology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Medicine; Prostate; Cystoprostatectomy; Malakoplakia; Rectal examination; Urology; Prostate cancer; Prostatitis; Nephrology; Pathology; Cancer; Internal medicine; Prostatectomy","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":[0.0006001797,0.0003092563,0.000299867,0.001535979,0.0008190544,0.0007100262,0.0003262864,0.0003723243,0.001542187],"category_scores_gemma":[0.00228244,0.0003205228,0.0002628441,0.0009591605,0.0005641107,0.0007412767,0.0007606488,0.000320236,0.000335613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094912,"about_ca_system_score_gemma":0.0002197886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007339662,"about_ca_topic_score_gemma":0.0007730964,"domain_scores_codex":[0.9995603,0.0001093019,0.00006420715,0.000128801,0.00007604643,0.00006137262],"domain_scores_gemma":[0.9985891,0.0003838833,0.0005095048,0.0001685687,0.00008838388,0.0002606092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005181934,0.0000217786,0.9953172,0.00001003142,0.0000242748,0.00177934,0.0002024379,0.00003605652,0.0005472688,0.0000168136,0.0000689104,0.001923989],"study_design_scores_gemma":[0.00001743311,0.0002027767,0.9728975,0.00001303679,0.00004001744,0.02486086,0.0006790609,0.0002509019,0.0003570084,0.00004073649,0.0006252072,0.00001539094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990939,0.0002523782,0.0001740736,0.00002033196,0.0000040314,0.00001261771,0.00008137391,0.000006298828,0.0003548707],"genre_scores_gemma":[0.9995953,0.00009120776,0.000125186,0.00001333937,0.000015727,0.00001054012,0.0001043526,0.000002400231,0.00004197728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542187,"threshold_uncertainty_score":0.00515908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123888904157302,"score_gpt":0.3463962256455582,"score_spread":0.3051573366039852,"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."}}