{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005075164,0.0001136992,0.0004661565,0.0001457972,0.000219958,6.095864e-7,0.0000840231,0.00007285564,0.0004768085],"category_scores_gemma":[0.0003284078,0.00008984713,0.000105554,0.0001720134,0.0007581266,0.00003614844,0.000134977,0.0003453252,0.000005861182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379272,"about_ca_system_score_gemma":0.0004553191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005010595,"about_ca_topic_score_gemma":0.000001896815,"domain_scores_codex":[0.9983692,0.0002876616,0.0005626612,0.0003327052,0.0002589175,0.0001889152],"domain_scores_gemma":[0.9990515,0.00006323578,0.0003248692,0.0002770569,0.0002231042,0.00006026003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981194,0.003668484,0.9773728,0.000229094,0.00000653367,0.000286095,0.000545711,0.0001268924,0.005702017,0.01078661,0.0004232982,0.0004543335],"study_design_scores_gemma":[0.001523326,0.00361959,0.985288,0.000009313982,0.0000679981,0.000586489,0.0001416719,0.00004931898,0.00004666346,0.0003028018,0.008294034,0.00007077653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993982,0.0003383995,0.0006373206,0.0008343808,0.0007198398,0.00067965,0.0002361481,0.00003197069,0.002540321],"genre_scores_gemma":[0.9901938,0.00002641077,0.008110896,0.0004099003,0.00003176584,0.0002158793,0.0001881552,0.000008119598,0.0008150155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048381,"threshold_uncertainty_score":0.5220719,"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."}}