{"id":"W4416149870","doi":"10.1001/jamasurg.2025.4941","title":"International Reference Values for Surgical Outcomes of Total Pancreatectomy","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Perioperative; Total pancreatectomy; Reference values; Pancreatectomy; MEDLINE; Retrospective cohort study","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":[0.008172408,0.0008737164,0.0005306878,0.005417629,0.0004320854,0.001466056,0.00138715,0.000543343,0.002696983],"category_scores_gemma":[0.02796482,0.0001823692,0.0008553971,0.005165131,0.0005365471,0.0007390227,0.001371119,0.0009114427,0.0009140222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009991503,"about_ca_system_score_gemma":0.0008239371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891898,"about_ca_topic_score_gemma":0.001923903,"domain_scores_codex":[0.9947881,0.001275683,0.001145327,0.001019469,0.001463126,0.0003083154],"domain_scores_gemma":[0.9753448,0.004281691,0.01166617,0.002291903,0.00552154,0.0008938558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273647,0.00004075086,0.9629219,0.0001524006,0.0002819409,0.0000810781,0.0002145916,0.001426902,0.0002627233,0.001270866,0.007373935,0.02564557],"study_design_scores_gemma":[0.0000471059,0.0002822278,0.9732156,0.0003332451,0.0001895643,0.0007715228,0.0004479283,0.004272929,0.0009830964,0.002772097,0.01663938,0.00004522739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568824,0.01578828,0.04817571,0.00217714,0.0009912606,0.0003289205,0.02959582,0.001107775,0.04495268],"genre_scores_gemma":[0.9705408,0.0005995961,0.01116213,0.0002465552,0.0001278866,0.0002752826,0.01593084,0.0001248107,0.0009920867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008172408,"threshold_uncertainty_score":0.04322034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384773005077705,"score_gpt":0.3880342404535644,"score_spread":0.3341865104027874,"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."}}