{"id":"W2781503911","doi":"10.1038/modpathol.2017.136","title":"Benign mimics of prostatic adenocarcinoma","year":2018,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Medicine; Prostate; Overdiagnosis; Pathology; Adenocarcinoma; Prostatectomy; Biopsy; Surgical pathology; Carcinoma; Cancer; 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":[0.0003062034,0.0007793204,0.001031459,0.003278376,0.0003749629,0.001697891,0.0008268571,0.0009587036,0.00343437],"category_scores_gemma":[0.001846986,0.0003418506,0.0005599873,0.00232789,0.000822335,0.001562712,0.001013005,0.001514997,0.001522175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000469006,"about_ca_system_score_gemma":0.001265503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281048,"about_ca_topic_score_gemma":0.002666767,"domain_scores_codex":[0.9995571,0.00007438482,0.0000948197,0.00007828706,0.0001505222,0.0000448827],"domain_scores_gemma":[0.9994071,0.0003019384,0.0001380442,0.00002100624,0.00008239647,0.00004943649],"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":[0.00009130347,0.00004936349,0.003026253,0.02242965,0.0001689032,0.009921061,0.0002341204,0.0004164217,0.001495343,0.002328829,0.03429874,0.92554],"study_design_scores_gemma":[0.00003527573,0.00006391027,0.00722768,0.01553219,0.0005453416,0.1343368,0.0004861569,0.000220126,0.0009264453,0.00351677,0.8370324,0.00007686711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005425002,0.9959649,0.000255172,0.0003688936,0.0002963549,0.000008583185,0.0000367849,0.00001525489,0.002511481],"genre_scores_gemma":[0.007708777,0.9882261,0.0006424909,0.001034896,0.001038248,0.000008427049,0.0001117172,0.000006382288,0.001222821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00343437,"threshold_uncertainty_score":0.01148909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789059224442,"score_gpt":0.3579946011027893,"score_spread":0.2801040088583693,"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."}}