{"id":"W2054509982","doi":"10.1155/2012/395974","title":"Implication of Mitochondrial Cytoprotection in Human Islet Isolation and Transplantation","year":2012,"lang":"en","type":"article","venue":"Biochemistry Research International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign","keywords":"Cytoprotection; Islet; Transplantation; Medicine; Immunosuppression; Islet cell transplantation; Isolation (microbiology); Diabetes mellitus; Bioinformatics; Biology; Immunology; Internal medicine; Endocrinology; Oxidative stress","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003504803,0.00005093927,0.00008076512,0.0001650158,0.00003603817,0.000009936487,0.00003901931,0.00007896099,0.0001578279],"category_scores_gemma":[0.0002181756,0.0000504483,0.00002252608,0.0001367885,0.00006781322,0.0001067828,0.00001323272,0.0001402686,0.000004640998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017985,"about_ca_system_score_gemma":0.00003471484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008967813,"about_ca_topic_score_gemma":0.000001143164,"domain_scores_codex":[0.9992004,0.00003149972,0.0001844478,0.0001224508,0.0003258259,0.0001353726],"domain_scores_gemma":[0.999563,0.00005774401,0.00004387235,0.00008871277,0.000178353,0.00006835919],"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":[0.000195889,0.0001140755,0.04765622,0.00008257984,0.00001316291,4.148306e-7,0.0001174367,5.705724e-7,0.9505112,0.0003119113,0.0002171609,0.0007794429],"study_design_scores_gemma":[0.001054816,0.0000582532,0.1001462,0.00006603726,0.000007098583,0.00002366661,0.00008879812,0.0002302595,0.8977692,0.0001466704,0.000368439,0.00004064224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925153,0.00007323595,0.0004106402,0.0004100183,0.00009411171,0.0001839069,0.00001187248,0.00001116042,0.006289791],"genre_scores_gemma":[0.9982802,0.00003591878,0.0005713733,0.00001238327,0.0004074573,0.0000470558,0.0001859828,0.000005159508,0.0004544343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.052742,"threshold_uncertainty_score":0.2057222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005143571921118,"score_gpt":0.3870151194469029,"score_spread":0.3369636837276917,"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."}}