{"id":"W3024227526","doi":"10.1055/s-0040-1704285","title":"ENDOSCOPIC ULTRASOUND-FINE NEEDLE ASPIRATION (EUS-FNA) DIAGNOSTIC ACCURACY IN THE EVALUATION OF PANCREATIC NEUROENDOCRINE NEOPLASMS (PNEN) GRADING","year":2020,"lang":"en","type":"article","venue":"Endoscopy","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Grading (engineering); Radiology; Endoscopic ultrasound; Gold standard (test); Fine-needle aspiration; Neuroendocrine tumors; Biopsy; Pathology","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":[0.002923775,0.0002961589,0.0003759656,0.001345315,0.0003319995,0.0009528933,0.0003036388,0.0004530308,0.001077211],"category_scores_gemma":[0.009308197,0.0001663497,0.0003828654,0.0005558734,0.0004469316,0.0008313765,0.0005767505,0.000317085,0.000365776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691609,"about_ca_system_score_gemma":0.0002234504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101897,"about_ca_topic_score_gemma":0.001875603,"domain_scores_codex":[0.9985945,0.0004907291,0.0002090991,0.000208901,0.0003171063,0.0001795573],"domain_scores_gemma":[0.9966357,0.001620812,0.0007396813,0.0001973352,0.0005515009,0.0002549375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764899,0.00001784783,0.9927891,0.00001715101,0.00003866704,0.000104933,0.00005051402,0.00006926865,0.0004002813,0.00001836997,0.00004908497,0.006168312],"study_design_scores_gemma":[0.000009148888,0.0003194986,0.9951376,0.00002814387,0.0001361801,0.001894089,0.0001965513,0.001136865,0.0006269974,0.00007922162,0.000427016,0.000008692844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959226,0.002408587,0.0004032668,0.00007236725,0.00001496057,0.000009936772,0.0001326178,0.000007588824,0.001028069],"genre_scores_gemma":[0.9994707,0.0002029174,0.0001452763,0.00001005391,0.00001234032,0.000003446462,0.00008390851,0.000001597023,0.00006969388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002923775,"threshold_uncertainty_score":0.01546258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120931717070898,"score_gpt":0.3118386616422886,"score_spread":0.1997454899351988,"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."}}