{"id":"W3008182508","doi":"10.1016/j.hpb.2019.12.014","title":"Pancreatic grade 3 neuroendocrine tumors behave similarly to neuroendocrine carcinomas following resection: a multi-center, international appraisal of the WHO 2010 and WHO 2017 staging schema for pancreatic neuroendocrine lesions","year":2020,"lang":"en","type":"article","venue":"HPB","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neuroendocrine tumors; MEN1; Pancreas; Oncology; Internal medicine; Cohort; Pathology; Radiology; Endocrine system; Hormone","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001021059,0.0006077955,0.001076007,0.0003838358,0.0003742629,0.0001271207,0.0007395167,0.000009125132,0.00004049215],"category_scores_gemma":[0.004373469,0.0005026607,0.0004822495,0.0007190172,0.0002473148,0.0004501745,0.0009188305,0.000843915,0.000009791635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007833503,"about_ca_system_score_gemma":0.0001508272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863126,"about_ca_topic_score_gemma":0.00007707157,"domain_scores_codex":[0.9954205,0.0002339349,0.0009528832,0.001173569,0.001101468,0.001117651],"domain_scores_gemma":[0.9972047,0.0005098158,0.0003185814,0.0009233641,0.0002739575,0.0007696468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005332757,0.002058396,0.8015395,0.002769276,0.0006362522,0.02588002,0.000827319,0.0003413865,0.1168494,0.0002634568,0.03775406,0.005748183],"study_design_scores_gemma":[0.05544484,0.01060059,0.5637946,0.002989115,0.00178143,0.02731367,0.00211102,0.07304563,0.1024113,0.00005484793,0.1582557,0.002197267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709287,0.0003873558,0.0009078726,0.02345942,0.0009775667,0.002837508,0.0002020837,0.0001716615,0.0001278705],"genre_scores_gemma":[0.9891718,0.0003061942,0.004364248,0.002470732,0.0004792842,0.0004091653,0.00005752879,0.0001863099,0.002554706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377449,"threshold_uncertainty_score":0.9997425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06257742904360675,"score_gpt":0.3539673318529576,"score_spread":0.2913899028093509,"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."}}