{"id":"W2066867399","doi":"10.1038/modpathol.3800055","title":"Benign mimickers of prostatic adenocarcinoma","year":2004,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Malakoplakia; Adenocarcinoma; Atypical adenomatous hyperplasia; Medicine; Pathology; Differential diagnosis; Hyperplasia; Prostatitis; Cancer; Biopsy; Prostate; Choledochal cysts; Cyst; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000266128,0.0009044291,0.001516698,0.003956995,0.0002815776,0.0009900786,0.0009323712,0.0008973937,0.00251147],"category_scores_gemma":[0.0008859472,0.0003260286,0.0004282838,0.003326914,0.0005374938,0.001609585,0.0006832884,0.0009206438,0.001479229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003978899,"about_ca_system_score_gemma":0.0007486145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082106,"about_ca_topic_score_gemma":0.002867378,"domain_scores_codex":[0.9997162,0.00004273806,0.00005299718,0.00005185063,0.0001097179,0.00002632378],"domain_scores_gemma":[0.9995593,0.0002049181,0.000100727,0.00001494087,0.00007368403,0.00004646281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006865613,0.00005062806,0.001861701,0.01139124,0.00007836134,0.01188852,0.00007931756,0.0003959378,0.001898337,0.0006631096,0.01876155,0.9528626],"study_design_scores_gemma":[0.00003609567,0.0001421582,0.01099713,0.007064591,0.0004237249,0.1779621,0.0003785513,0.0003467371,0.001477085,0.002133865,0.7989654,0.00007249051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006796672,0.9967998,0.000247563,0.0001589679,0.000270413,0.000005197946,0.00001813878,0.00001387836,0.001806243],"genre_scores_gemma":[0.004486639,0.9927415,0.0003999433,0.0003324038,0.0006780715,0.000004293371,0.00005054162,0.000002818657,0.001303835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003956995,"threshold_uncertainty_score":0.008401692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08000020124250869,"score_gpt":0.3780264922058089,"score_spread":0.2980262909633002,"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."}}