{"id":"W1973336042","doi":"10.1007/s11605-007-0273-1","title":"Morbidity and Mortality Following Multivisceral Resections in Complex Hepatic and Pancreatic Surgery","year":2007,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Surgery; Retrospective cohort study; Resection; Mortality rate; Pancreatectomy; General surgery","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":[0.000493574,0.0003012668,0.0005229177,0.0008678689,0.0006320082,0.0007684906,0.0003669857,0.0005110893,0.001446125],"category_scores_gemma":[0.003140221,0.0002875104,0.0009988567,0.0006982001,0.0005903899,0.0004626541,0.0008393276,0.0008553756,0.0001584976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205666,"about_ca_system_score_gemma":0.0005397208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075598,"about_ca_topic_score_gemma":0.003760139,"domain_scores_codex":[0.9996172,0.00008725277,0.00006137003,0.00004774592,0.00006437852,0.0001219863],"domain_scores_gemma":[0.9975655,0.000621676,0.0007730906,0.0001293326,0.00009988809,0.0008105134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512168,0.00006985771,0.9943481,0.0000191994,0.0001430699,0.000643769,0.00006533717,0.0002461687,0.0003506991,0.00003371523,0.0000996309,0.002468216],"study_design_scores_gemma":[0.00002134688,0.0004325048,0.9970729,0.00000711242,0.00005771104,0.001525981,0.000242582,0.0003736373,0.0001148331,0.00008280051,0.00005779255,0.00001080969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999418,0.0002523883,0.00004055376,0.00004684553,0.000007617318,0.00000195028,0.00006721238,0.000001758882,0.0001636306],"genre_scores_gemma":[0.9996593,0.00009774925,0.0000306745,0.00001464411,0.00002476783,0.000002808497,0.0001245462,0.000001396411,0.00004412269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075598,"threshold_uncertainty_score":0.006679177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016188166222583,"score_gpt":0.377580980738269,"score_spread":0.2759621641160107,"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."}}