{"id":"W2917884206","doi":"10.1097/pas.0000000000001226","title":"Intraductal Oncocytic Papillary Neoplasms","year":2019,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Pagetoid; Pathology; Intraductal papillary mucinous neoplasm; Pancreas; Carcinoma; Medicine; Adenocarcinoma; Stroma; Lymph node; Thyroid carcinoma; Metastasis; Thyroid; Immunohistochemistry; Internal medicine; 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":[0.0001909406,0.00028487,0.0001961924,0.0003516722,0.0002232735,0.0002821804,0.0001682661,0.0001156681,0.001410951],"category_scores_gemma":[0.0007218278,0.00006612084,0.00009645413,0.0005166258,0.0003805069,0.0002187829,0.0003856018,0.0001704653,0.0003154414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297964,"about_ca_system_score_gemma":0.0003244977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005793088,"about_ca_topic_score_gemma":0.000657101,"domain_scores_codex":[0.9998729,0.00001291721,0.0000173301,0.00002722295,0.0000358649,0.00003381447],"domain_scores_gemma":[0.9995751,0.0001022176,0.0001453278,0.00004086912,0.00004884136,0.00008758816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003668822,0.00005390215,0.9502857,0.0001166904,0.00003945769,0.01041138,0.0001800208,0.0001994596,0.009860207,0.0001993626,0.0002999501,0.02798698],"study_design_scores_gemma":[0.00005718099,0.0006160518,0.7800816,0.0000890165,0.0001411475,0.1931776,0.0006212742,0.000818686,0.01290072,0.0008766348,0.01060448,0.00001546393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965214,0.0007623844,0.0007705642,0.00003177724,0.000006527207,0.00001378872,0.0001478609,0.0000192537,0.001726506],"genre_scores_gemma":[0.9988488,0.000376057,0.0003381908,0.00001473765,0.00001134033,0.000006518238,0.0001569787,0.000002893819,0.0002445023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410951,"threshold_uncertainty_score":0.004720151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576437354418166,"score_gpt":0.3173008377561574,"score_spread":0.3015364642119758,"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."}}