{"id":"W2080735474","doi":"10.1007/s00125-004-1531-3","title":"Improved survival of microencapsulated islets during in vitro culture and enhanced metabolic function following transplantation","year":2004,"lang":"en","type":"article","venue":"Diabetologia","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Canadian Diabetes Association","keywords":"Islet; Transplantation; In vitro; In vivo; Endocrinology; Diabetes mellitus; Internal medicine; Andrology; Biology; Capsule; Medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001147458,0.0001317389,0.0004120957,0.0001326132,0.00003553437,0.000006951101,0.00002740211,0.0001234866,0.00001127209],"category_scores_gemma":[0.0000908028,0.0001108629,0.00007620647,0.000252201,0.00003701885,0.00009476554,0.000007398703,0.0001297577,0.000002724795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284621,"about_ca_system_score_gemma":0.00003042074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004876803,"about_ca_topic_score_gemma":0.000004670535,"domain_scores_codex":[0.99918,0.00003415681,0.0002636935,0.000214613,0.00010264,0.000204884],"domain_scores_gemma":[0.999693,0.0000286251,0.00007350894,0.0001064028,0.00003994694,0.00005854198],"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":[0.0004504201,0.00006958258,0.009756372,0.0001237687,0.00007907382,0.000009782614,0.0004522585,0.0000120139,0.9885076,0.00004335408,6.821711e-7,0.0004950357],"study_design_scores_gemma":[0.004451211,0.00009206624,0.236216,0.00007008683,0.0001542839,0.000004417922,0.0001421086,0.00003639756,0.7586814,0.00006703714,0.000004870343,0.00008016018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976609,0.0009983624,0.0004309108,0.00004503587,0.0002232276,0.0002441188,0.000007573007,0.0000547056,0.0003351718],"genre_scores_gemma":[0.999098,0.0001349848,0.0004939461,0.00007859913,0.00002391436,0.00001737748,0.00007408916,0.00001036947,0.00006873155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298263,"threshold_uncertainty_score":0.4520858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006687041077816521,"score_gpt":0.2276768357924065,"score_spread":0.22098979471459,"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."}}