{"id":"W4402641845","doi":"10.3390/curroncol31090403","title":"Insulinoma Unmasked: A Continuous Glucose Monitoring-Fueled Journey","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulinoma; Hypoglycemia; Medicine; Continuous glucose monitoring; Hyperinsulinemic hypoglycemia; Intensive care medicine; Internal medicine; Diabetes mellitus; Endocrinology; Insulin; Type 1 diabetes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194627,0.0002201439,0.0004928104,0.0003266378,0.00006655415,0.00005434762,0.0001916001,0.00002639936,0.0002511804],"category_scores_gemma":[0.0005825488,0.0001819128,0.000152434,0.0004254281,0.0001742332,0.0001372494,0.0001515335,0.0009993952,0.000700664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647155,"about_ca_system_score_gemma":0.0005446954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000747373,"about_ca_topic_score_gemma":0.000004082521,"domain_scores_codex":[0.9980172,0.0001073347,0.0003804923,0.0004745357,0.0003785372,0.0006419293],"domain_scores_gemma":[0.9987229,0.0003171541,0.00005902232,0.0003173682,0.0001733325,0.0004102278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001103031,0.002134603,0.07968639,0.00164483,0.000257613,0.04644806,0.0006176077,0.000003642923,0.03574744,0.001348614,0.03357937,0.7974288],"study_design_scores_gemma":[0.00226048,0.00229289,0.007594332,0.0004020044,0.0001019684,0.004094995,0.0002298333,0.0002095102,0.0137761,0.0006365596,0.9682067,0.0001946374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511155,0.03551577,0.00003409474,0.003282964,0.006012259,0.0006159191,0.00001138281,0.0003906243,0.003021433],"genre_scores_gemma":[0.9925483,0.003623867,0.0002726087,0.00006324772,0.002114556,0.0001181413,0.00001500459,0.00004955764,0.001194716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9346273,"threshold_uncertainty_score":0.9005852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179499921725849,"score_gpt":0.46182259104659,"score_spread":0.3438725988740051,"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."}}