{"id":"W2074119710","doi":"10.1007/s11605-014-2651-9","title":"Assessment of a Complication Risk Score and Study of Complication Profile in Laparoscopic Distal Pancreatectomy","year":2014,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Complication; Body mass index; Multivariate analysis; Distal pancreatectomy; Surgery; Incidence (geometry); Population; Blood loss; Pancreatectomy; Internal medicine","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":[0.00126484,0.000410023,0.0005761761,0.002407501,0.000319375,0.0009588709,0.0003582551,0.0004472374,0.0007201541],"category_scores_gemma":[0.007500004,0.0001739242,0.0008130276,0.002233634,0.0002793513,0.0007289398,0.0007232598,0.0006644308,0.0001659052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003970365,"about_ca_system_score_gemma":0.0004784833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009045087,"about_ca_topic_score_gemma":0.000727322,"domain_scores_codex":[0.9989599,0.00035587,0.0002155326,0.00009114866,0.0002560157,0.0001214676],"domain_scores_gemma":[0.9955914,0.001181212,0.001727598,0.0001763204,0.0006299713,0.0006936163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005294658,0.00007415731,0.9953344,0.00001260648,0.00005986652,0.00009202098,0.00004027417,0.0001442249,0.0002822498,0.00002223472,0.0000427628,0.003365701],"study_design_scores_gemma":[0.00001373576,0.0006566053,0.9971098,0.000007533167,0.00005374896,0.0006016269,0.0001790255,0.0010308,0.0001639364,0.00005594196,0.0001158248,0.00001142083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985961,0.0002331633,0.0004324919,0.00002844058,0.000008123201,0.00001691913,0.0001073305,0.000005338463,0.0005719402],"genre_scores_gemma":[0.9991146,0.00008766611,0.0003943726,0.00001319709,0.00001464037,0.00001762573,0.0002395535,0.000003706857,0.0001147246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002407501,"threshold_uncertainty_score":0.006689191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112198103066256,"score_gpt":0.3500812908765544,"score_spread":0.3089593098458919,"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."}}