{"id":"W3005314772","doi":"10.1111/cen.14168","title":"Risk factors for development of diabetes mellitus (Type 3c) after partial pancreatectomy: A systematic review","year":2020,"lang":"en","type":"review","venue":"Clinical Endocrinology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatectomy; Pancreaticoduodenectomy; Incidence (geometry); Internal medicine; Diabetes mellitus; Context (archaeology); Insulin; Population; Gastroenterology; Endocrinology; Pancreas","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001288245,0.0006156159,0.01406566,0.000162478,0.00007180832,0.000006535722,0.0004258028,0.0006732761,0.0002626162],"category_scores_gemma":[0.01817768,0.0003868435,0.001590457,0.0003387343,0.0004773505,0.00002147462,0.0002597202,0.001144697,0.0003063255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537326,"about_ca_system_score_gemma":0.00197399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005211512,"about_ca_topic_score_gemma":0.000002987,"domain_scores_codex":[0.9920619,0.001544216,0.004358495,0.0008496572,0.000315654,0.0008701027],"domain_scores_gemma":[0.9885651,0.008325852,0.001485571,0.0008617577,0.000316488,0.0004451912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084567,0.000265656,0.00376612,0.8980442,0.003997027,0.00006590245,0.00003450493,3.257127e-9,6.166707e-8,0.00004261857,0.0003407227,0.09333469],"study_design_scores_gemma":[0.001015818,0.001480651,0.0002444417,0.2894006,0.02941961,0.00003035507,0.00001065461,0.000006055626,0.000003377424,0.00001971128,0.678053,0.000315712],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008622071,0.9907439,0.00008013166,0.00009989252,0.0003893698,0.007552747,0.00009717167,0.00006493174,0.0001096797],"genre_scores_gemma":[0.0001840123,0.9944587,0.001641716,0.0002267647,0.0002556433,0.002730788,0.0002047512,0.00007662676,0.0002209628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6777123,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686948994086405,"score_gpt":0.4690283056625855,"score_spread":0.300333406253945,"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."}}