{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004729823,0.0007235242,0.0007374606,0.0008911908,0.0006876303,0.002688731,0.0006628957,0.003751361,0.02562653],"category_scores_gemma":[0.002029324,0.0001916673,0.0003965808,0.0004828403,0.002770391,0.005241054,0.002227962,0.004868336,0.008129456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130414,"about_ca_system_score_gemma":0.001379921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003810921,"about_ca_topic_score_gemma":0.0008438412,"domain_scores_codex":[0.9990202,0.0003772417,0.0000753874,0.00009612999,0.0003444931,0.0000864696],"domain_scores_gemma":[0.9982446,0.0005882701,0.0001340597,0.0001188504,0.0003971587,0.0005170605],"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":[0.0003282486,0.0001357295,0.0005627699,0.001180011,0.00003356198,0.000527954,0.000163865,0.0004996523,0.003379129,0.09929455,0.2340851,0.6598095],"study_design_scores_gemma":[0.00007088904,0.0002114603,0.000639808,0.001051896,0.00001468282,0.001383012,0.0002222932,0.0003640277,0.00046921,0.06855587,0.9269937,0.00002306814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001787066,0.7301791,0.007194309,0.2110693,0.01283026,0.00003113957,0.00007066744,0.000247269,0.03659085],"genre_scores_gemma":[0.04128606,0.7850084,0.01716343,0.07477289,0.02644411,0.0001008633,0.000202724,0.0001752802,0.05484619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02562653,"threshold_uncertainty_score":0.0857293,"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."}}