{"id":"W2883663005","doi":"10.1016/j.amjsurg.2018.07.001","title":"Hospital readmission after pancreaticoduodenectomy: A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Hospital readmission; Meta-analysis; Pancreatitis; Pancreaticoduodenectomy; Internal medicine; Emergency medicine; Intensive care medicine; General surgery; 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":[0.005965181,0.0022679,0.01134597,0.0042739,0.0006318315,0.002432022,0.001916724,0.002053371,0.004037934],"category_scores_gemma":[0.01987831,0.001510355,0.03142948,0.005640044,0.0006252042,0.001862638,0.001920393,0.002120527,0.0003012096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735831,"about_ca_system_score_gemma":0.002913594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006611994,"about_ca_topic_score_gemma":0.02917673,"domain_scores_codex":[0.993986,0.001967723,0.002343604,0.0007446087,0.000628491,0.0003294564],"domain_scores_gemma":[0.9881282,0.007589862,0.002813953,0.0004256459,0.0008383503,0.0002039126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001842738,0.00005301225,0.01692246,0.3157214,0.6529692,0.0002434302,0.0001811557,0.0003111445,0.0001770178,0.00008484456,0.0009297745,0.01056386],"study_design_scores_gemma":[0.0005362447,0.0001844505,0.01043127,0.01821134,0.9685624,0.0001742498,0.0001284286,0.0001048497,0.00006222347,0.0001122052,0.001452628,0.00003987869],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.012086,0.9863837,0.0002403196,0.0001626228,0.0001366116,0.0001094039,0.0006991659,0.00001401222,0.0001682885],"genre_scores_gemma":[0.3015878,0.6933792,0.001588095,0.001351955,0.0003190134,0.0003952181,0.0009689481,0.00002858776,0.0003812418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01134597,"threshold_uncertainty_score":0.03154731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206230594483506,"score_gpt":0.4073476644148945,"score_spread":0.2867246049665438,"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."}}