{"id":"W2331744009","doi":"10.3727/000000003771000228","title":"Improvement of Pancreatic Islet Isolation Outcomes Using Glutamine Perfusion during Isolation Procedure","year":2003,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Glutamine; Islet; Internal medicine; Endocrinology; Ischemia; Glutathione; Transplantation; Pancreatic islets; Perfusion; Medicine; Biology; Biochemistry; Diabetes mellitus; Amino acid; Enzyme","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":[0.0003632762,0.0008346937,0.0007087921,0.0002496478,0.0002108422,0.00052043,0.0004195891,0.000372681,0.001016349],"category_scores_gemma":[0.0003112642,0.0001619465,0.0003926516,0.000201603,0.0003483225,0.0005629486,0.0003817434,0.001071242,0.0002236879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005292,"about_ca_system_score_gemma":0.0004462563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002896415,"about_ca_topic_score_gemma":0.0005715913,"domain_scores_codex":[0.9997491,0.00002735023,0.00002329762,0.00008638205,0.00005104392,0.00006286406],"domain_scores_gemma":[0.9997669,0.00002535261,0.00009415354,0.00002421024,0.00003100105,0.00005838627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009689115,0.0001424427,0.0005472949,0.00008085424,0.00001264883,0.0001196142,0.00005102098,0.00008220743,0.994936,0.00003213081,0.0000384242,0.002988361],"study_design_scores_gemma":[0.0001495393,0.007090324,0.01659134,0.00004485329,0.0001616234,0.0004974805,0.0001891451,0.0007522387,0.9720547,0.00007918069,0.002366244,0.00002343393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924596,0.001312144,0.005043368,0.00006943425,0.00009199711,0.00008369685,0.0001223849,0.0001056444,0.0007116118],"genre_scores_gemma":[0.9878257,0.002077436,0.008185246,0.0001027252,0.00005133508,0.0001390534,0.0004566705,0.00005439425,0.001107392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016349,"threshold_uncertainty_score":0.003400028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237041730647762,"score_gpt":0.2392661623650461,"score_spread":0.2268957450585684,"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."}}