{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682124,0.000158477,0.0001929731,0.00073411,0.0001762828,0.0004175207,0.0001802106,0.000304796,0.001064107],"category_scores_gemma":[0.001358776,0.0001017372,0.0001079365,0.0003144068,0.0002050824,0.0002169501,0.0002454914,0.0001203929,0.000334644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193613,"about_ca_system_score_gemma":0.0001744394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301866,"about_ca_topic_score_gemma":0.003290849,"domain_scores_codex":[0.9996474,0.00008892564,0.00002149504,0.00005874745,0.0001277447,0.00005576656],"domain_scores_gemma":[0.9996216,0.000108371,0.00008883324,0.00002340885,0.00008959446,0.00006822016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092401,0.0000443307,0.9342858,0.0001134758,0.00005243087,0.004981072,0.0001364673,0.0002554635,0.03074583,0.0001087795,0.0003297356,0.02785417],"study_design_scores_gemma":[0.00001950768,0.0002744382,0.9741886,0.00004026522,0.00005018026,0.01785978,0.0001660813,0.001237327,0.004773383,0.0001206656,0.001259042,0.00001090032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942783,0.003037158,0.000739466,0.00005019466,0.00001253585,0.00001127825,0.0001224758,0.00002730119,0.001721197],"genre_scores_gemma":[0.9988072,0.0003996341,0.0003656724,0.00003375762,0.000007327319,0.000003353665,0.0001613905,0.000003052329,0.0002185237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002301866,"threshold_uncertainty_score":0.004576921,"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."}}