{"id":"W2004186815","doi":"10.1002/pdi.476","title":"Islet transplant – a secure future for cellular replacement therapy in diabetes","year":2003,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Immunosuppression; Transplantation; Islet; Xenotransplantation; Diabetes mellitus; Type 1 diabetes; Type 2 diabetes; Intensive care medicine; Insulin; Surgery; Immunology; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005473468,0.0002068175,0.0003207043,0.0001313053,0.0000478189,0.00004486608,0.00008474902,0.0001442269,0.00205825],"category_scores_gemma":[0.0009210973,0.0001713742,0.0001604218,0.0001409268,0.00005469523,0.0001831696,0.00001099496,0.0002715003,0.00004787184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065885,"about_ca_system_score_gemma":0.0001046263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001165996,"about_ca_topic_score_gemma":6.406339e-7,"domain_scores_codex":[0.9983692,0.00009068334,0.0003749563,0.0003744717,0.0003929928,0.0003977231],"domain_scores_gemma":[0.9987667,0.0006266572,0.00009306406,0.0002131545,0.0001483464,0.0001520666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001562425,0.002913163,0.7712982,0.0002360566,0.001100436,0.00003877431,0.000466944,0.00001559575,0.1294799,0.0626053,0.02529521,0.004987887],"study_design_scores_gemma":[0.01258028,0.001459218,0.0140758,0.0002198903,0.0001574542,0.00001160673,0.0002521109,0.006149729,0.2279896,0.00455734,0.73204,0.0005070098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736319,0.0007066735,0.0006577867,0.01123365,0.001300474,0.0007207991,0.00006594291,0.00006406516,0.01161874],"genre_scores_gemma":[0.9881662,0.0002217842,0.00528233,0.004459888,0.0005373198,0.0003259893,0.000238797,0.00003164306,0.0007360434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7572225,"threshold_uncertainty_score":0.998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068897180525636,"score_gpt":0.2993807256591955,"score_spread":0.2786917538539391,"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."}}