{"id":"W4221083764","doi":"10.1245/s10434-022-11467-7","title":"More is More? Total Pancreatectomy for Periampullary Cancer as an Alternative in Patients with High-Risk Pancreatic Anastomosis: A Propensity Score-Matched Analysis","year":2022,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Surgical oncology; Periampullary cancer; Propensity score matching; Pancreatic cancer; Pancreatectomy; Anastomosis; Total pancreatectomy; Pancreaticoduodenectomy; Internal medicine; General surgery; Oncology; Surgery; Cancer; Pancreas","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":[0.001826945,0.0002025471,0.0007545361,0.0004688737,0.0003454804,0.001155119,0.0003230694,0.001043272,0.002534582],"category_scores_gemma":[0.00866769,0.0002392761,0.001096979,0.001683384,0.0003922106,0.0008941453,0.0003082455,0.001357794,0.0003595546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536065,"about_ca_system_score_gemma":0.0004962939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007501366,"about_ca_topic_score_gemma":0.002376644,"domain_scores_codex":[0.9988564,0.0005330936,0.0001486391,0.0001453093,0.0002051276,0.0001113595],"domain_scores_gemma":[0.9948849,0.002869645,0.001162242,0.000403353,0.0002967329,0.0003830375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0112686,0.0002356969,0.913395,0.0002022248,0.001668965,0.0051261,0.0001535505,0.0005843661,0.001212242,0.0008337794,0.01397651,0.05134298],"study_design_scores_gemma":[0.002073644,0.002653602,0.9258698,0.000318505,0.004275313,0.02965137,0.002128911,0.007451398,0.0008615329,0.008973477,0.01560706,0.0001353872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963289,0.005095674,0.001274942,0.02303343,0.001589137,0.00003982504,0.0006849903,0.0000201452,0.004972767],"genre_scores_gemma":[0.9875328,0.001601736,0.0007632899,0.007193722,0.001802346,0.00001718498,0.0003863293,0.00001591511,0.0006868184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534582,"threshold_uncertainty_score":0.009661913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06668589818246756,"score_gpt":0.3779756596895523,"score_spread":0.3112897615070848,"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."}}