{"id":"W4282921587","doi":"10.1097/tp.0000000000004180","title":"Outcomes Following Extrahepatic and Intraportal Pancreatic Islet Transplantation: A Comparative Cohort Study","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Gastroenterology; Internal medicine; Islet; Transplantation; Glycemic; Confidence interval; Diabetes mellitus; Cohort; C-peptide; Body mass index; Logistic regression; Liver transplantation; Endocrinology; Insulin","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":[0.001037582,0.0003821474,0.0004941169,0.0006093259,0.0004178607,0.0007291739,0.0004430824,0.0004768496,0.00140615],"category_scores_gemma":[0.001646916,0.0003332658,0.0007130189,0.0009360509,0.0003682834,0.0006818063,0.0006870397,0.0006861855,0.0002541789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384305,"about_ca_system_score_gemma":0.0004891836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563713,"about_ca_topic_score_gemma":0.002521062,"domain_scores_codex":[0.9993805,0.0001399938,0.00005701665,0.000206512,0.00008490086,0.0001309444],"domain_scores_gemma":[0.9985244,0.0001928108,0.0005876835,0.0002239347,0.0001172617,0.0003540092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007270445,0.00008438474,0.9979566,0.000006015062,0.00009020739,0.0001353982,0.00005828883,0.0000218677,0.0002105579,0.00001320757,0.00004390039,0.0006523988],"study_design_scores_gemma":[0.00007666076,0.0006837835,0.9980025,0.000007252368,0.00008103262,0.0005211954,0.0002581565,0.0001320861,0.0000810272,0.00002050978,0.0001282366,0.000007523935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996394,0.00006363256,0.000045012,0.000008595132,0.000002857269,0.000008228984,0.0001466567,8.597013e-7,0.00008487429],"genre_scores_gemma":[0.9994156,0.00004866309,0.00005419806,0.00001665151,0.000009981633,0.00001180515,0.0003861175,0.000001600209,0.00005525737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002563713,"threshold_uncertainty_score":0.005487323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301484297699401,"score_gpt":0.2908183581739616,"score_spread":0.2678035151969676,"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."}}