{"id":"W3144072067","doi":"10.1111/cyt.12973","title":"Intraductal papillary mucinous neoplasm of the pancreas: Cytomorphology, imaging, molecular profile, and prognosis","year":2021,"lang":"en","type":"review","venue":"Cytopathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Intraductal papillary mucinous neoplasm; Dysplasia; Pathology; Pancreas; Malignancy; Atypia; Pancreatic Intraepithelial Neoplasia; Nuclear atypia; Pancreatic duct; Pancreatic cancer; Internal medicine; Cancer; Pancreatic ductal adenocarcinoma; Immunohistochemistry","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":[0.0003889528,0.0002625262,0.0003116347,0.001170334,0.0001588536,0.0004346328,0.0001928164,0.0003924338,0.0005126789],"category_scores_gemma":[0.001171068,0.00008556245,0.0001490835,0.001112527,0.0002567838,0.0007320292,0.0002671418,0.0002808213,0.0002101041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714777,"about_ca_system_score_gemma":0.0002225256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004166552,"about_ca_topic_score_gemma":0.0003950116,"domain_scores_codex":[0.9998792,0.00002131872,0.00002614347,0.0000255851,0.00003287621,0.00001483307],"domain_scores_gemma":[0.999572,0.0001167506,0.0001486778,0.00002062237,0.00008654262,0.00005537908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003604169,0.00005593241,0.7182387,0.001373027,0.0001482475,0.06794032,0.0003266667,0.0004054738,0.008160592,0.0004051157,0.003605818,0.1989798],"study_design_scores_gemma":[0.00002131853,0.0001508154,0.5443712,0.0008961465,0.0002786898,0.4322307,0.0009679411,0.0007277412,0.001838609,0.001427717,0.01704673,0.00004246392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6727823,0.3145306,0.003811389,0.00203975,0.0002299494,0.00007397259,0.0006353305,0.0001043002,0.005792424],"genre_scores_gemma":[0.9232534,0.07264183,0.002024831,0.0003428869,0.0003990879,0.00001975684,0.0005920606,0.00001048716,0.000715719],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001170334,"threshold_uncertainty_score":0.002057016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823444937278249,"score_gpt":0.346404439565782,"score_spread":0.3181699901929995,"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."}}