{"id":"W2125308492","doi":"10.1155/2011/783168","title":"Pancreas Procurement and Preservation for Islet Transplantation: Personal Considerations","year":2011,"lang":"en","type":"article","venue":"Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ procurement; Islet; Pancreas; Medicine; Transplantation; Collagenase; Procurement; Pancreas transplantation; Viaspan; Apoptotic cell death; Internal medicine; Apoptosis; Programmed cell death; Biology; Insulin; Business; Enzyme; Biochemistry","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":[0.0002504482,0.00008363801,0.0001816037,0.0001166614,0.00007502949,0.00001508688,0.00001659785,0.00005009804,0.000154571],"category_scores_gemma":[0.00005975365,0.00006853502,0.0000728297,0.00005112413,0.00003022137,0.0003121096,6.678906e-7,0.00007524051,0.000001295575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001976408,"about_ca_system_score_gemma":0.00009916012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009199874,"about_ca_topic_score_gemma":0.000004536621,"domain_scores_codex":[0.9992481,0.00002769489,0.0003502289,0.00008648873,0.0001958184,0.00009163604],"domain_scores_gemma":[0.9992748,0.0001310237,0.0001680438,0.00003818777,0.0003009063,0.00008707349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03372461,0.002302629,0.3651304,0.01076001,0.002427665,0.0004072174,0.1229676,0.00005755875,0.415614,0.02670813,0.009718807,0.01018133],"study_design_scores_gemma":[0.02274495,0.004138939,0.7859662,0.00109626,0.004466206,0.005275606,0.001382203,0.001778422,0.1633837,0.007864274,0.001506823,0.0003963621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678451,0.000266312,0.02902389,0.0009275115,0.0001574199,0.000410451,0.00003897753,0.00001482599,0.001315448],"genre_scores_gemma":[0.9817408,0.0005745521,0.01701845,0.0003413156,0.0001481529,0.00002013541,0.0000506626,0.000008782812,0.00009712935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208358,"threshold_uncertainty_score":0.2794777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689347520565868,"score_gpt":0.2745649650002129,"score_spread":0.2076714897945542,"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."}}