{"id":"W2333003097","doi":"10.1097/pai.0000000000000119","title":"ERG Expression in Prostate Needle Biopsy","year":2014,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Erg; Medicine; Prostate; Immunohistochemistry; Intraepithelial neoplasia; Biopsy; Perineural invasion; Prostate cancer; Pathology; Internal medicine; Ophthalmology; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000136953,0.0002903885,0.0004584131,0.00008643452,0.00006924798,0.00001670573,0.0001447925,0.0001689291,0.000163634],"category_scores_gemma":[0.00003517341,0.000277639,0.0001062171,0.0002013884,0.0002038517,0.00002267439,0.0001011184,0.0002949524,0.00008176031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292766,"about_ca_system_score_gemma":0.000100015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004299448,"about_ca_topic_score_gemma":5.099115e-8,"domain_scores_codex":[0.9983892,0.00002712594,0.000375636,0.0005737037,0.0001794777,0.0004549002],"domain_scores_gemma":[0.9989395,0.00003079489,0.0001261066,0.0007229423,0.00004728274,0.0001334109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002950524,0.0003128788,0.0009191444,0.00007490379,0.00003626901,0.0003782368,0.0001261987,0.00001787923,0.9948975,0.0001985021,0.0005069961,0.00223637],"study_design_scores_gemma":[0.003497917,0.0001772817,0.003030135,0.0000979776,0.00005572118,0.0003463887,0.00006116764,0.00001456805,0.9904822,0.000404668,0.001577188,0.0002547565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837646,0.001507502,0.0004593341,0.0004500525,0.0001045285,0.0005460852,0.000007710147,0.0000735104,0.01308671],"genre_scores_gemma":[0.9953201,0.0000641059,0.00241223,0.000922723,0.0000383556,0.0006504644,0.0002250775,0.00005049153,0.0003164902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277022,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005234069655154455,"score_gpt":0.2462910284334111,"score_spread":0.2410569587782566,"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."}}