{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485512,0.0003234333,0.002086221,0.0002934997,0.0000606783,0.00000202566,0.0001290566,0.0005542408,0.00008071546],"category_scores_gemma":[0.0001713751,0.000234891,0.0004033922,0.0001928943,0.0004054841,0.00001978964,0.00006081108,0.0006078531,0.0001083442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473754,"about_ca_system_score_gemma":0.001206192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008068878,"about_ca_topic_score_gemma":0.000001037802,"domain_scores_codex":[0.9978316,0.0002082879,0.0007322653,0.0007011165,0.0001583457,0.0003684299],"domain_scores_gemma":[0.9984989,0.00008705751,0.0004250792,0.0007402839,0.0001232124,0.0001254649],"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":[0.00007229863,0.0007911157,0.0002879697,0.1278785,0.0004692767,0.002347541,0.001268473,0.000007500504,0.00001854975,0.001843963,0.0005902204,0.8644246],"study_design_scores_gemma":[0.003072068,0.004706377,0.002606813,0.02598182,0.01146911,0.02546321,0.0001054755,0.00002409998,0.00001353724,0.0182159,0.9071444,0.001197179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001694141,0.9958234,0.0008971278,0.0002854814,0.0002668724,0.001671172,0.0001051113,0.00005534625,0.0007260769],"genre_scores_gemma":[0.001330169,0.995344,0.001578139,0.0001878062,0.0001400425,0.0002319964,0.0003301504,0.00005855723,0.0007991587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9065542,"threshold_uncertainty_score":0.9578575,"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."}}