{"id":"W4410196725","doi":"10.1016/j.hpb.2025.03.071","title":"Evaluating the safety of perioperative dexamethasone in patients undergoing pancreaticoduodenectomy","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Perioperative; Dexamethasone; General surgery; Surgery; Anesthesia; Internal medicine; Resection","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":[0.001454507,0.000219015,0.0006954988,0.0004438615,0.0004438891,0.001332572,0.0003332731,0.0005219138,0.0006422529],"category_scores_gemma":[0.01134867,0.0001308864,0.0006692905,0.0006459903,0.000336917,0.0007065608,0.0005014208,0.001204851,0.0001150472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950595,"about_ca_system_score_gemma":0.001680071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339941,"about_ca_topic_score_gemma":0.00185779,"domain_scores_codex":[0.9984795,0.0004802874,0.0003331501,0.0001188173,0.0003770307,0.0002110904],"domain_scores_gemma":[0.991964,0.002679407,0.003577601,0.000188068,0.0006827841,0.0009081454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004690487,0.0003441886,0.9770405,0.0001432602,0.0002615314,0.0001638418,0.0001982569,0.0001194873,0.0002808312,0.00007330503,0.0001543698,0.01653002],"study_design_scores_gemma":[0.0003581283,0.01259804,0.9773015,0.0004199869,0.0008802359,0.0008488783,0.002809193,0.001169408,0.001413036,0.0003309228,0.001831859,0.00003865632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963053,0.002404338,0.0001292186,0.0003011253,0.00005153249,0.00002797944,0.0001112186,0.000002544333,0.000666763],"genre_scores_gemma":[0.9984561,0.000897943,0.0001866319,0.0001690941,0.00006836838,0.00002427474,0.0001246753,0.000001295927,0.000071626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001454507,"threshold_uncertainty_score":0.007692218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695278927764182,"score_gpt":0.3420718535863548,"score_spread":0.315119064308713,"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."}}