{"id":"W4205761131","doi":"10.1016/j.pan.2021.05.176","title":"Diagnostic work-up and surgical management of insulinoma: A single-center retrospective analysis of 77 cases","year":2021,"lang":"en","type":"article","venue":"Pancreatology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Insulinoma; Center (category theory); General surgery; Single Center; Work (physics); Work-up; Retrospective cohort study; Medical physics; Radiology; Surgery; Internal medicine; Pancreas; Mechanical engineering","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":[0.0005641206,0.0004351305,0.0005646626,0.00149482,0.0009119796,0.0009864104,0.0005260485,0.000463445,0.001502977],"category_scores_gemma":[0.002694394,0.0006658562,0.0004340295,0.001662603,0.0007862471,0.00064054,0.0008783931,0.0003905532,0.0004010543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228149,"about_ca_system_score_gemma":0.0007669013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857831,"about_ca_topic_score_gemma":0.002402821,"domain_scores_codex":[0.99911,0.0001366593,0.0001473542,0.0002433443,0.0001792388,0.0001833305],"domain_scores_gemma":[0.9978591,0.0006297035,0.0006942464,0.000236386,0.0002169801,0.0003636535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007501192,0.00003018148,0.9964219,0.000008850606,0.0000247669,0.00202943,0.00009081837,0.0000291214,0.0003370414,0.00001368206,0.00003535545,0.0009038342],"study_design_scores_gemma":[0.00001509601,0.0001599611,0.9827063,0.00002082762,0.00007299551,0.01446276,0.001510175,0.0002394358,0.0004496349,0.00003597462,0.0003134796,0.00001340339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991695,0.0003544012,0.00009158633,0.0000104732,0.000003040633,0.000007427529,0.00008020285,0.000002320862,0.0002810954],"genre_scores_gemma":[0.999556,0.000146608,0.00007356372,0.00001270812,0.000006078455,0.000005555845,0.0001593602,0.00000253583,0.00003750841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857831,"threshold_uncertainty_score":0.005682349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686785845384029,"score_gpt":0.3168393950479409,"score_spread":0.2899715365941006,"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."}}