{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002656801,0.0003668859,0.0007487833,0.0009889577,0.0004722583,0.002121113,0.0005752668,0.002191176,0.003111103],"category_scores_gemma":[0.002977973,0.0001513092,0.0005493637,0.00132589,0.001256145,0.003627903,0.0007819773,0.003167746,0.0009042748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290577,"about_ca_system_score_gemma":0.003409362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177802,"about_ca_topic_score_gemma":0.006404404,"domain_scores_codex":[0.999473,0.0001824229,0.00006104227,0.00007125425,0.0001560969,0.00005624512],"domain_scores_gemma":[0.9986458,0.0007537084,0.0001665485,0.00003404412,0.0003073215,0.00009256438],"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":[0.0001560201,0.00005608477,0.0003045016,0.009914757,0.00005750969,0.0003645427,0.000362301,0.0002471849,0.0009255884,0.03674762,0.09536161,0.8555023],"study_design_scores_gemma":[0.00001128169,0.00007283101,0.0005984181,0.007401375,0.00004407905,0.0007438294,0.0003290467,0.00005020169,0.0001719122,0.005551121,0.985011,0.00001489759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001224949,0.993205,0.0000386026,0.005135665,0.0006950085,9.23357e-7,0.000008116384,0.00000204403,0.0007921382],"genre_scores_gemma":[0.001571765,0.9929692,0.00008022343,0.004039477,0.0007828729,0.000002460767,0.00001430801,0.000001872501,0.0005377649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003177802,"threshold_uncertainty_score":0.01405066,"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."}}