{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389951,0.0000557167,0.0002882787,0.000113971,0.00005440828,0.000004155832,0.00003548396,0.00006404372,0.00006197947],"category_scores_gemma":[0.000140797,0.00004266875,0.00002177859,0.0001443555,0.0001147128,0.00003002833,0.00002712873,0.00009530059,0.000004599719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002659087,"about_ca_system_score_gemma":0.0001583777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188213,"about_ca_topic_score_gemma":0.0000303251,"domain_scores_codex":[0.9995099,0.00003458595,0.0001412221,0.0001120026,0.0001028937,0.0000993577],"domain_scores_gemma":[0.9995928,0.00008971378,0.00003440205,0.0001613038,0.00006273745,0.00005897359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006685671,0.0001542232,0.9915096,0.0001071356,0.00007397842,0.000002896439,0.0001665166,1.600813e-7,0.001134158,0.00155702,0.0003368954,0.004890608],"study_design_scores_gemma":[0.0009944042,0.0002110424,0.9966775,0.000046544,0.0001180195,0.00001635867,0.0001727545,0.001027699,0.0001884325,0.0002327853,0.0002828787,0.00003159244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895504,0.0001336666,0.0003523276,0.0009172499,0.00001802758,0.0002802023,0.000005924063,0.00002423275,0.00871793],"genre_scores_gemma":[0.9951133,0.00002716993,0.002487638,0.0001850529,0.00001321517,0.00003129195,0.00002605052,0.000003936304,0.002112374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006605556,"threshold_uncertainty_score":0.1739981,"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."}}