{"id":"W4366463398","doi":"10.1097/mpa.0000000000002170","title":"Integrated Physiology of the Exocrine and Endocrine Compartments in Pancreatic Diseases","year":2022,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Eye Institute; National Health and Medical Research Council; National Institute of Allergy and Infectious Diseases; Medical Research Council; Office of Defense Programs; National Institutes of Health; University of Washington; Damon Runyon Cancer Research Foundation; National Human Genome Research Institute; Cystic Fibrosis Foundation; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Endocrine system; Exocrine pancreas; Physiology; Pancreas; Medicine; Internal medicine; Hormone","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":[0.00006868692,0.0001052841,0.000372184,0.00007920631,0.00006744802,0.000002700909,0.00006895444,0.00001089295,0.0007069678],"category_scores_gemma":[0.0002022177,0.00007022709,0.0000560376,0.0002975667,0.0001079877,0.00002135331,0.0001262237,0.0001349587,0.000003903242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005132045,"about_ca_system_score_gemma":0.0000613055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000392983,"about_ca_topic_score_gemma":0.000006212473,"domain_scores_codex":[0.9991248,0.0001540664,0.0002161392,0.0001698474,0.0001636579,0.0001714451],"domain_scores_gemma":[0.9994422,0.0001449975,0.0000716809,0.000241281,0.00002792547,0.00007197511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004810395,0.0004151158,0.9614846,0.00009404797,0.00008018978,0.00001098159,0.000117293,0.00001791808,0.03519022,0.0004326567,0.001063754,0.0006122666],"study_design_scores_gemma":[0.002294258,0.0001866006,0.9899586,0.00004922743,0.000134915,0.00004255644,0.0003314383,0.0005671466,0.002009883,0.0003699021,0.003989021,0.00006649201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964963,0.001115494,0.000001277031,0.0003520853,0.0001123812,0.0002995485,0.00005232336,0.00002399043,0.001546559],"genre_scores_gemma":[0.9984124,0.00005320489,0.00005412491,0.0004895525,0.00002436591,0.0001030641,0.00005651233,0.000009495756,0.0007973118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03318033,"threshold_uncertainty_score":0.7740802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141734098341751,"score_gpt":0.2471530781080627,"score_spread":0.2329796682738876,"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."}}