{"id":"W4406990721","doi":"10.3389/frtra.2025.1491568","title":"Demise of cadaveric islet transplantation in the USA: Quo Vadis, 1 year after BLA approval and 24 years after the Edmonton breakthrough?","year":2025,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demise; Transplantation; Status quo; Islet; Cadaveric spasm; Medicine; Political science; Surgery; Law; Internal medicine","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":[0.0004052786,0.0002789759,0.0008458301,0.0003303596,0.00002568345,0.00002216996,0.0001273353,0.0002771757,0.00003621517],"category_scores_gemma":[0.00002394304,0.0001788263,0.0001840719,0.0005220151,0.0001315014,0.0001027866,0.000004845336,0.0004054582,0.000004614586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007531422,"about_ca_system_score_gemma":0.0001657798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196674,"about_ca_topic_score_gemma":0.0002038933,"domain_scores_codex":[0.9982558,0.0003119236,0.0005891386,0.0003269048,0.0002969597,0.0002192306],"domain_scores_gemma":[0.9992933,0.0002559407,0.0001381412,0.0002508612,0.00002494094,0.00003678601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006917146,0.0006140736,0.1067244,0.1775363,0.0009991457,0.0008278471,0.03112828,0.00002582251,0.00001897919,0.0001842236,0.005855314,0.6691685],"study_design_scores_gemma":[0.01469783,0.0006721215,0.5183629,0.09464438,0.02585483,0.0006517395,0.002886,0.0002714152,0.00007375521,0.0005072253,0.3395216,0.001856164],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01888815,0.9754927,0.001560014,0.00008824137,0.0006146656,0.001800759,0.0003302374,0.0000156252,0.001209616],"genre_scores_gemma":[0.008343127,0.989293,0.0009066805,0.0001926816,0.00007338153,0.0004524183,0.0004313636,0.00002232536,0.0002849652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6673123,"threshold_uncertainty_score":0.7292325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125351371707104,"score_gpt":0.2665718931540415,"score_spread":0.254036755983331,"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."}}