{"id":"W4409600258","doi":"10.1177/09636897251332532","title":"Donor pigs for clinical islet xenotransplantation: Review and future directions","year":2025,"lang":"en","type":"review","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan IDDM network","keywords":"Xenotransplantation; Islet; Economic shortage; Transplantation; Medicine; Diabetes mellitus; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003642183,0.0003717569,0.001844874,0.0001811387,0.0001331431,0.00002288168,0.00006844007,0.0004033725,0.0001616703],"category_scores_gemma":[0.00004058494,0.000298548,0.0006000646,0.0003237553,0.00005481511,0.00006997438,0.00000348076,0.0003282597,0.00003107898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000345789,"about_ca_system_score_gemma":0.0003329887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002940403,"about_ca_topic_score_gemma":0.000001847069,"domain_scores_codex":[0.9980492,0.000164892,0.0009317375,0.0005136972,0.0001341302,0.0002063639],"domain_scores_gemma":[0.9982463,0.0009980208,0.0002362024,0.0002552188,0.0001145777,0.0001496976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004930563,0.00007824873,0.0000223844,0.4880799,0.0001821589,0.000006843141,0.00003835079,1.326412e-8,6.455782e-7,0.00005809216,0.00562856,0.5058555],"study_design_scores_gemma":[0.001140448,0.0001366091,0.00007444372,0.04585507,0.02646728,0.00008923359,0.000008567526,9.465383e-7,0.00000446258,0.00001069106,0.9259741,0.0002380912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003171186,0.9883247,0.0007449493,0.0004185344,0.0008703911,0.002881463,0.0007849287,0.0001060489,0.005865803],"genre_scores_gemma":[4.145838e-7,0.9868417,0.001203489,0.001103166,0.0007965419,0.0006275813,0.005881435,0.00003585726,0.003509802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9203456,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538937787012807,"score_gpt":0.3795362313825342,"score_spread":0.3256424526812535,"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."}}