{"id":"W1585788365","doi":"10.1111/tri.12650","title":"Clinical islet isolation and transplantation outcomes with deceased cardiac death donors are similar to neurological determination of death donors","year":2015,"lang":"en","type":"article","venue":"Transplant International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Medicine; Transplantation; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003662561,0.0001816362,0.0004107276,0.0001848918,0.00003326842,0.00001856659,0.00008088698,0.0001182049,0.00004390872],"category_scores_gemma":[0.0001161821,0.0001351151,0.0001057806,0.00009040425,0.00004989406,0.0001379322,0.000006905874,0.0001414773,0.000009706448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000325427,"about_ca_system_score_gemma":0.0000664824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006526982,"about_ca_topic_score_gemma":0.00002403697,"domain_scores_codex":[0.9985272,0.0001023759,0.0004570984,0.0003134522,0.000443799,0.0001560973],"domain_scores_gemma":[0.9989402,0.0003065912,0.0001386169,0.0001305132,0.0002294995,0.0002545664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002256327,0.0001565072,0.9947497,0.00004615913,0.0001097617,0.00004228472,0.0003061254,0.00007445151,0.0004654011,0.000285003,0.00006606819,0.001442236],"study_design_scores_gemma":[0.003535365,0.0009479796,0.98909,0.0001333804,0.0003785834,0.00005965895,0.00005696408,0.004117479,0.0009899439,0.0001152748,0.0004144932,0.0001609212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754343,0.00003028223,0.02106066,0.001301117,0.0003300883,0.000362143,0.0002141923,0.00005609553,0.001211133],"genre_scores_gemma":[0.991552,0.0001734628,0.006786529,0.0008971315,0.000115616,0.00002690603,0.0003328446,0.00001527155,0.0001002643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611769,"threshold_uncertainty_score":0.5509834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901911585947036,"score_gpt":0.3197780493461695,"score_spread":0.2707589334866992,"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."}}