{"id":"W4392881901","doi":"10.1016/s2468-1253(24)00037-2","title":"Prophylactic abdominal drainage after distal pancreatectomy (PANDORINA): an international, multicentre, open-label, randomised controlled, non-inferiority trial","year":2024,"lang":"en","type":"letter","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Ethicon Endo-Surgery","keywords":"Medicine; Pancreatic fistula; Pancreatectomy; Surgery; Distal pancreatectomy; Randomized controlled trial; Abdominal surgery; General surgery; Internal medicine; Resection; 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":[0.002424396,0.0006305225,0.001571402,0.0001775322,0.0003121182,0.001015062,0.0005756743,0.003239812,0.005088749],"category_scores_gemma":[0.007036607,0.0002314321,0.001011905,0.0003509684,0.0008056889,0.0008185199,0.0003414126,0.00331926,0.0008318539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129886,"about_ca_system_score_gemma":0.001087501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000860596,"about_ca_topic_score_gemma":0.002118459,"domain_scores_codex":[0.9987926,0.000884129,0.00006535764,0.00009501431,0.00007299096,0.00008979959],"domain_scores_gemma":[0.9966798,0.002219327,0.00048563,0.0001257887,0.0001410045,0.0003485113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7918049,0.001142046,0.002947975,0.004022558,0.003491312,0.0006389802,0.000104602,0.0004603686,0.002329465,0.001806398,0.07343596,0.1178154],"study_design_scores_gemma":[0.9341869,0.01657671,0.008190387,0.001551775,0.00366519,0.0005845122,0.0001126193,0.001018089,0.0008961943,0.004563631,0.02858603,0.00006803636],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5755617,0.1386812,0.002283509,0.2156485,0.0318392,0.001551796,0.004661033,0.0003902557,0.02938281],"genre_scores_gemma":[0.8747787,0.01978797,0.002548765,0.08195129,0.007829526,0.001744973,0.001403434,0.00004714141,0.009908245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088749,"threshold_uncertainty_score":0.01702356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464277408942676,"score_gpt":0.3575383426469657,"score_spread":0.312895568557539,"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."}}