{"id":"W4412752884","doi":"10.1007/s40472-025-00484-6","title":"Risk of Allosensitization for Islet Recipients and Impact on Access To Renal Transplant","year":2025,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Transplant surgery; Islet; Renal transplant; Internal medicine; Transplantation; Diabetes mellitus; Intensive care medicine; Endocrinology; Hepatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933651,0.0001592286,0.0002738694,0.0005521051,0.00048897,0.001817325,0.0005248389,0.0008677896,0.008079582],"category_scores_gemma":[0.009781179,0.0001174753,0.001016726,0.0006094922,0.0003458483,0.0008837344,0.0007297533,0.001536518,0.0005229095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604782,"about_ca_system_score_gemma":0.001032089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597413,"about_ca_topic_score_gemma":0.00169384,"domain_scores_codex":[0.9980301,0.000682353,0.000165325,0.0001624849,0.0004966852,0.000462969],"domain_scores_gemma":[0.9923712,0.002721917,0.002634994,0.0002748074,0.000375555,0.001621436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001216103,0.000471513,0.956092,0.00006257145,0.000244178,0.00102533,0.000184895,0.0003855424,0.0005394066,0.001359606,0.001004072,0.03741473],"study_design_scores_gemma":[0.00005002371,0.0008851834,0.9860985,0.0002196502,0.0002848332,0.004597124,0.00106022,0.0008640802,0.0004120829,0.002006032,0.003491181,0.00003108257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970585,0.009615996,0.0005317897,0.006391752,0.0001664122,0.00001568362,0.0002468163,0.00001541928,0.01243124],"genre_scores_gemma":[0.9966535,0.001933161,0.0001588278,0.0003964074,0.0002416673,0.00000350644,0.0001095125,0.000008719513,0.000494692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008079582,"threshold_uncertainty_score":0.02702892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162776505664944,"score_gpt":0.3440414664131976,"score_spread":0.3224137013565482,"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."}}