{"id":"W2021294293","doi":"10.1016/j.transproceed.2004.04.042","title":"Improved in vitro function of islets using small intestinal submucosa","year":2004,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"In vitro; Islet; Cell biology; Function (biology); Chemistry; Biology; Endocrinology; Diabetes mellitus; Biochemistry","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":[0.0001399603,0.0001115236,0.0002104958,0.0002188836,0.00002647832,0.00000910204,0.00002986424,0.0000675725,0.00002927978],"category_scores_gemma":[0.00005079963,0.0001055154,0.00004940589,0.0003054374,0.00004035016,0.0001373328,0.000002663612,0.0001198381,0.000004505802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007461455,"about_ca_system_score_gemma":0.00008136522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001285867,"about_ca_topic_score_gemma":0.000002998978,"domain_scores_codex":[0.9992282,0.000003472591,0.0003028956,0.0001746359,0.0001291787,0.0001615984],"domain_scores_gemma":[0.9996251,0.00002236913,0.00009680497,0.00004009505,0.000149644,0.00006598143],"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":[0.001647157,0.0001049382,0.007878738,0.0005215504,0.00001589841,0.000004738306,0.0006966662,0.00001712015,0.9880657,0.0003842342,0.000001678885,0.0006615662],"study_design_scores_gemma":[0.004837858,0.0003043278,0.03187027,0.0003881124,0.000195138,0.00011046,0.0003123938,0.001203206,0.9602395,0.0004149646,0.00001181158,0.0001118978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928485,0.00003712076,0.004882701,0.0001172849,0.00007766841,0.0002588025,0.00000488409,0.00005837654,0.001714627],"genre_scores_gemma":[0.9925988,0.00002161137,0.007033918,0.0002027082,0.00004285636,0.00001240881,0.00003606213,0.00001326001,0.00003836025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02782616,"threshold_uncertainty_score":0.4302792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310130243148223,"score_gpt":0.2456698443136096,"score_spread":0.2225685418821274,"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."}}