{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003137822,0.0001945416,0.0004972703,0.0001597127,0.0003021754,0.00002278707,0.00004643343,0.00002925097,0.000373206],"category_scores_gemma":[0.00000968117,0.0001784872,0.00009825218,0.0002312337,0.00003609483,0.000135264,0.000005169735,0.0001810176,0.00001151859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005010814,"about_ca_system_score_gemma":0.00005104542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410524,"about_ca_topic_score_gemma":0.00002480177,"domain_scores_codex":[0.9984581,0.0001641731,0.0003746985,0.0003203014,0.0004891247,0.00019354],"domain_scores_gemma":[0.9994113,0.000228001,0.00007967483,0.0001489213,0.00002658163,0.0001055281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004201451,0.0003679394,0.9853942,0.0001474831,0.0004441308,0.0002775581,0.01088269,0.00004422132,0.001746264,0.00009820189,0.00002915218,0.0001480081],"study_design_scores_gemma":[0.005838003,0.0007676773,0.9860525,0.00003519384,0.002196057,0.0001583862,0.003910443,0.0003818489,0.0003892437,0.00005986696,0.00002486609,0.0001859865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943786,0.0001229107,0.0005100194,0.0001267886,0.0002001573,0.001400096,0.00005944692,0.0001150023,0.00308698],"genre_scores_gemma":[0.9981117,0.00006256282,0.0003093907,0.0002800289,0.00002169475,0.0004174738,0.000466654,0.00001717055,0.0003133827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006972251,"threshold_uncertainty_score":0.7278497,"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."}}