{"id":"W4412751487","doi":"10.3138/cjgim.2024.0015","title":"Unmasking an insulinoma: From biochemical to pathological diagnosis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Insulinoma; Medicine; Pathological; Pathology; Internal medicine; Pancreas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007925048,0.00100855,0.0006404513,0.002330384,0.001473942,0.001797098,0.0009759779,0.00222419,0.001188963],"category_scores_gemma":[0.005519792,0.0006479643,0.0005432804,0.0011634,0.002364085,0.002269387,0.001738612,0.002588901,0.0008766598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421468,"about_ca_system_score_gemma":0.0008140958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430409,"about_ca_topic_score_gemma":0.003481051,"domain_scores_codex":[0.999266,0.00008331909,0.00009547453,0.0001040534,0.0002324992,0.0002187265],"domain_scores_gemma":[0.9985845,0.0004245447,0.0002256269,0.0001412181,0.0002621457,0.0003620513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001018404,0.00003217386,0.03104183,0.00008255625,0.000009621167,0.9511678,0.0003299656,0.0001998851,0.004375909,0.0005603234,0.0007697665,0.01132837],"study_design_scores_gemma":[0.000009366625,0.00005359044,0.007538499,0.00009803523,0.00002567379,0.9851313,0.0006061324,0.000766567,0.002287739,0.001095515,0.002373506,0.00001402773],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165223,0.02489981,0.01548989,0.01094377,0.001302686,0.0002349456,0.0001647856,0.0004223273,0.03001955],"genre_scores_gemma":[0.9887934,0.004331802,0.003906189,0.00123714,0.0008432574,0.00001271244,0.00005982773,0.00003319233,0.0007824203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002430409,"threshold_uncertainty_score":0.01031351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296075311881096,"score_gpt":0.3550434625203781,"score_spread":0.3220827094015671,"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."}}