{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749029,0.0002504357,0.0004321646,0.0001396412,0.00007990823,0.00003958613,0.0001680678,0.00004276509,0.0003348273],"category_scores_gemma":[0.005164858,0.0001880387,0.0001325366,0.0007012609,0.00005433855,0.0002009787,0.00002585347,0.000255584,0.00006760876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008246785,"about_ca_system_score_gemma":0.0001645102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001876769,"about_ca_topic_score_gemma":0.00004252207,"domain_scores_codex":[0.9975921,0.0004546063,0.0005018097,0.0003471875,0.0007829106,0.0003214192],"domain_scores_gemma":[0.9969122,0.002308408,0.0001866781,0.0003513579,0.0001171833,0.0001241483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037227,0.0002391569,0.9656008,0.0001552148,0.00006862509,0.0001303766,0.001905299,0.00004996224,0.02607479,0.0001639804,0.0003108812,0.005197146],"study_design_scores_gemma":[0.01495247,0.004310597,0.6913381,0.0005434618,0.002820606,0.0001086963,0.00104264,0.02509524,0.257295,0.0005289398,0.001554788,0.0004095069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921426,0.001576721,0.0001192064,0.003122381,0.0001430208,0.001864243,0.00001114367,0.00005291998,0.0009678314],"genre_scores_gemma":[0.9978955,0.0001632702,0.0004866483,0.0006736636,0.0002166138,0.0003198617,0.0001940833,0.00003189254,0.00001843126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742628,"threshold_uncertainty_score":0.7667994,"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."}}