{"id":"W2047429656","doi":"10.1023/b:catb.0000007043.15164.8a","title":"A comparative evaluation of culture conditions for short-term maintenance (&lt;24 hr) of human islets isolated using the Edmonton protocol","year":2003,"lang":"en","type":"article","venue":"Cell and Tissue Banking","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Islet; Bovine serum albumin; Chemistry; Andrology; Transplantation; Fetal bovine serum; Internal medicine; Chromatography; Medicine; Insulin; Biochemistry; Cell","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":[0.0002979778,0.00008939248,0.0002421264,0.00003762944,0.0001308787,0.000007916508,0.00002658902,0.00005086351,0.0001347338],"category_scores_gemma":[0.00004621526,0.00005910816,0.00003879708,0.00009445036,0.00007265963,0.00004317313,0.000006558768,0.00005949248,4.469327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730242,"about_ca_system_score_gemma":0.00005036678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006451548,"about_ca_topic_score_gemma":0.000002460127,"domain_scores_codex":[0.9993159,0.0000698236,0.0002235208,0.0001244971,0.0001587508,0.0001074681],"domain_scores_gemma":[0.9993598,0.00004915585,0.0001297606,0.000109571,0.0003230895,0.0000286203],"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":[0.00005443634,0.0001100124,0.001273291,0.0002513835,0.00004507353,4.936478e-7,0.00215846,0.00003827539,0.9943089,0.001170601,0.0004306796,0.0001583973],"study_design_scores_gemma":[0.004362861,0.0007790024,0.003429158,0.0007320735,0.0006817399,0.00001755434,0.00118981,0.0160237,0.9674374,0.002326597,0.002864236,0.0001558639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702148,0.0002433107,0.0007738985,0.00001638683,0.00004495943,0.02023063,0.00001201874,0.00001035874,0.008453625],"genre_scores_gemma":[0.9959282,0.000001458222,0.0003061317,0.00002538665,0.00002808872,0.003293687,0.0000252275,0.000006560911,0.0003852745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687149,"threshold_uncertainty_score":0.2410361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07867773397549546,"score_gpt":0.3818870197708261,"score_spread":0.3032092857953306,"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."}}