{"id":"W4414823548","doi":"10.1016/j.hpb.2025.07.500","title":"Completion Total Pancreatectomy: Indications and Outcomes of an Uncommon Procedure","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Completion (oil and gas wells); MEDLINE; Surgical procedures; 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":[0.0007830589,0.0003935739,0.0003925569,0.001225558,0.0007638584,0.001510859,0.0003666521,0.0008395071,0.00209724],"category_scores_gemma":[0.003035317,0.0001764644,0.0005382636,0.001519921,0.0006305553,0.001004637,0.0008559598,0.001027975,0.0005910824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005822532,"about_ca_system_score_gemma":0.0006478362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456036,"about_ca_topic_score_gemma":0.001309196,"domain_scores_codex":[0.9993865,0.00007327512,0.0001096097,0.0001222989,0.0001489729,0.000159383],"domain_scores_gemma":[0.9971097,0.0005639499,0.001066213,0.0002623894,0.0001875241,0.0008101795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004856854,0.0001634115,0.945555,0.00009687029,0.0001171519,0.01280333,0.0001411798,0.0002388172,0.00270777,0.0007418868,0.0008262516,0.03612278],"study_design_scores_gemma":[0.00002389773,0.0003735665,0.8842818,0.000107806,0.0001019531,0.1100011,0.0009007637,0.0006278427,0.0006723969,0.001201854,0.001682364,0.00002472471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853914,0.006454664,0.001503853,0.0005645412,0.00006362224,0.00001533934,0.0004540115,0.00003143534,0.005521138],"genre_scores_gemma":[0.9960552,0.002039176,0.0006456203,0.0001573154,0.0001971456,0.000008439469,0.0005840782,0.00002096388,0.000292155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00209724,"threshold_uncertainty_score":0.007016003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555143198294954,"score_gpt":0.3638124900091773,"score_spread":0.3382610580262278,"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."}}