{"id":"W2160524319","doi":"10.1586/17446651.1.3.315","title":"Islet transplantation: learning from the Edmonton experience","year":2006,"lang":"en","type":"article","venue":"Expert Review of Endocrinology & Metabolism","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Transplantation; Medicine; Islet; Intensive care medicine; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001037717,0.0001693758,0.0006259196,0.00003776412,0.00008839001,0.00000564274,0.0001395573,0.00004783991,0.001399762],"category_scores_gemma":[0.0002139172,0.0001047876,0.0001864362,0.0001629455,0.0001815279,0.00006907499,0.00002009401,0.000199658,0.00005942933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001087825,"about_ca_system_score_gemma":0.00003841003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007113701,"about_ca_topic_score_gemma":0.000003973315,"domain_scores_codex":[0.9986186,0.0001846789,0.000462819,0.0002518703,0.0002221763,0.0002598391],"domain_scores_gemma":[0.9991049,0.0002648336,0.0001529687,0.0003515835,0.00007799579,0.00004776463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000730813,0.001220388,0.06815618,0.004597877,0.001041277,0.0004900227,0.0105652,0.00002139361,0.5110127,0.06228088,0.1939471,0.1459363],"study_design_scores_gemma":[0.001145282,0.00004908631,0.0585352,0.001409007,0.0002697621,0.0001050519,0.000228817,0.00001065988,0.04275894,0.0001248863,0.8952256,0.0001377506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2515105,0.7266573,0.0002879735,0.006041406,0.0005252098,0.000365667,0.000006909771,0.00007675272,0.01452834],"genre_scores_gemma":[0.4851395,0.495783,0.00238231,0.01315593,0.001534644,0.0002458282,0.000192712,0.00002811207,0.001537949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7012785,"threshold_uncertainty_score":0.9995131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737871318995752,"score_gpt":0.2997768965091552,"score_spread":0.2823981833191976,"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."}}