{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276154,0.0003356602,0.0002700599,0.0003429376,0.0002123167,0.0005745405,0.0003022164,0.0003680854,0.001426211],"category_scores_gemma":[0.0007315208,0.00008550829,0.0002682359,0.0002265305,0.0005372817,0.000636236,0.0004441659,0.0005903299,0.0002414687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018075,"about_ca_system_score_gemma":0.0003249206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749568,"about_ca_topic_score_gemma":0.0003800055,"domain_scores_codex":[0.9996555,0.000137972,0.00003786181,0.00004569154,0.000081457,0.00004139907],"domain_scores_gemma":[0.999422,0.000275321,0.0001373433,0.00005452511,0.00006571523,0.00004511785],"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":[0.002306219,0.0004302542,0.00866797,0.002305308,0.0001179691,0.002472963,0.0003256007,0.0009229064,0.8097515,0.00553405,0.001130479,0.1660348],"study_design_scores_gemma":[0.0001131981,0.003367749,0.03602595,0.0003986137,0.0003044862,0.007665685,0.0003166111,0.001706878,0.9045346,0.005400457,0.04011755,0.00004818261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4353592,0.4926583,0.04766472,0.007386225,0.001486054,0.0002036127,0.0002323425,0.0002418851,0.0147676],"genre_scores_gemma":[0.8833153,0.1037782,0.008629186,0.001009934,0.0005479283,0.00006589122,0.0002272305,0.00002466069,0.002401669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001426211,"threshold_uncertainty_score":0.006749034,"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."}}