{"id":"W2026040037","doi":"10.1016/j.jcjd.2012.01.002","title":"Islet Transplantation at the University of Alberta: Status Update and Review of Progress over the Last Decade","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Immunosuppression; Hypoglycemia; Transplantation; Islet; Glycemic; Intensive care medicine; Diabetes mellitus; Type 1 diabetes; Pediatrics; Surgery; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002991892,0.00005913765,0.000208343,0.00005427428,0.00006763038,0.00000337181,0.00005693573,0.00002708646,0.0004291309],"category_scores_gemma":[0.0001112236,0.000033923,0.00006416826,0.0001064888,0.0002340515,0.00008527333,0.00000442232,0.00008583722,0.000002886865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004435383,"about_ca_system_score_gemma":0.0002298396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003569554,"about_ca_topic_score_gemma":0.001473646,"domain_scores_codex":[0.9994376,0.00006627743,0.0001696464,0.00003798255,0.0001102164,0.0001783117],"domain_scores_gemma":[0.9991733,0.0001682802,0.0001916241,0.00009322962,0.0001004968,0.0002731007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000128074,0.00001358126,0.9850557,0.001105537,0.0001421704,0.000001886954,0.0009303302,5.069161e-7,0.0003320328,0.0001313226,0.008295116,0.003979041],"study_design_scores_gemma":[0.0008669297,0.0001279851,0.9094889,0.002674555,0.0007250071,0.0000161886,0.0003218639,0.000007495122,0.002667918,0.00001745547,0.08302603,0.00005964483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209729,0.0766583,0.000001700478,0.001681215,0.00007702534,0.0001041506,0.00002854334,7.234024e-7,0.0004754323],"genre_scores_gemma":[0.9934441,0.00558769,0.00004907958,0.0007817028,0.00004061674,2.874479e-7,0.000008581617,0.000004868751,0.00008300036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07556674,"threshold_uncertainty_score":0.4698682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008631071420488046,"score_gpt":0.2181046023485511,"score_spread":0.2094735309280631,"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."}}