{"id":"W4396962578","doi":"10.1016/j.hpb.2024.03.015","title":"Prophylactic Abdominal Drainage after Distal Pancreatectomy (PANDORINA): bi-national multicentre randomised trial","year":2024,"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":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Distal pancreatectomy; Pancreatectomy; General surgery; Drainage; Surgery; 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":[0.001986003,0.001806242,0.004021981,0.0002624845,0.0004124262,0.001902234,0.0009579727,0.001761699,0.007658877],"category_scores_gemma":[0.002608239,0.0008820909,0.003768627,0.0005181163,0.001646452,0.001320512,0.001048641,0.004147894,0.001134346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134882,"about_ca_system_score_gemma":0.001322667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516641,"about_ca_topic_score_gemma":0.002552938,"domain_scores_codex":[0.9986708,0.0008353103,0.00006864273,0.0002004941,0.00006142454,0.0001632752],"domain_scores_gemma":[0.9987113,0.0003707468,0.0003636919,0.0001695379,0.00005768279,0.0003268751],"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":[0.9894465,0.0007234327,0.0005379921,0.0008459878,0.002127724,0.0000199925,0.00002332036,0.0001653213,0.0004737492,0.0001088401,0.000510239,0.005016946],"study_design_scores_gemma":[0.9790222,0.01534084,0.002155256,0.0001335993,0.002141989,0.00003518985,0.00002371254,0.0001945464,0.0000923791,0.0002729189,0.0005696861,0.00001772517],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969209,0.01881273,0.001445205,0.001866239,0.001562169,0.002133592,0.001510713,0.0001740098,0.003286423],"genre_scores_gemma":[0.985107,0.005449465,0.001471583,0.001485367,0.0004896527,0.002078755,0.001303584,0.00003127396,0.002583238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007658877,"threshold_uncertainty_score":0.02562147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253733653153181,"score_gpt":0.3403222270855687,"score_spread":0.3149488617702506,"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."}}