{"id":"W4206871527","doi":"","title":"Minimal Risk of Persistent or Recurrent Hypoglycemia after MEN1-Related Insulinoma Surgery. A Large International Cohort Study","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Insulinoma; Hypoglycemia; Medicine; MEN1; Cohort; General surgery; Internal medicine; Insulin; Endocrine system","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":[0.0008915183,0.0003498367,0.0004543521,0.0004321999,0.0004911119,0.001186005,0.0005169329,0.0006958025,0.002316901],"category_scores_gemma":[0.002498693,0.0003835184,0.0009406027,0.0007473607,0.0002886599,0.0006259606,0.0005041244,0.0009787164,0.0003091717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025788,"about_ca_system_score_gemma":0.0002926337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485285,"about_ca_topic_score_gemma":0.003060254,"domain_scores_codex":[0.9995425,0.00008217581,0.00003640373,0.0002082083,0.00004131504,0.00008939372],"domain_scores_gemma":[0.9987928,0.0001923687,0.0004484982,0.0003006641,0.00007168918,0.0001939187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001317943,0.0000579414,0.9948941,0.00002916454,0.0004286503,0.0001910071,0.00007570646,0.00004480504,0.0003509235,0.0000765787,0.0004541698,0.002079071],"study_design_scores_gemma":[0.00004827718,0.00023212,0.9978675,0.00001439614,0.0002886756,0.0005349074,0.0001722339,0.0001385243,0.00005643819,0.0001446239,0.0004896183,0.00001264815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967513,0.0008628758,0.0001475283,0.00007236161,0.00002642009,0.000008895204,0.001295331,0.000006453255,0.0008288874],"genre_scores_gemma":[0.9982248,0.000248322,0.00009290786,0.00004479429,0.00002718332,0.000008616184,0.001074284,0.00000671134,0.0002723686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485285,"threshold_uncertainty_score":0.00775075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381819950959753,"score_gpt":0.2978865616189696,"score_spread":0.2740683621093721,"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."}}