{"id":"W3174574231","doi":"10.1097/mot.0000000000000891","title":"Update on islet cell transplantation","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Immunosuppression; Transplantation; Medicine; Islet cell transplantation; Glycemic; Intensive care medicine; Islet; Diabetes mellitus; Immunology; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002254167,0.0005052445,0.001368717,0.0006078655,0.00006795638,0.00004136015,0.0001073834,0.0003282013,0.0005231305],"category_scores_gemma":[0.00002533444,0.0004492729,0.0003752286,0.0006939183,0.00003590326,0.0001047642,0.000005438981,0.0006547308,0.0004705618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750754,"about_ca_system_score_gemma":0.0003739649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003673397,"about_ca_topic_score_gemma":6.67165e-7,"domain_scores_codex":[0.9974177,0.0002623795,0.0008982502,0.0006382068,0.0004249571,0.0003584931],"domain_scores_gemma":[0.9989449,0.0002448162,0.0002607045,0.0003238854,0.00007189837,0.0001538351],"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":[0.0001671859,0.000741199,0.0001822463,0.2225661,0.00009522584,0.00005466313,0.0004448587,0.000008179539,0.00001828704,0.0006101736,0.003168435,0.7719434],"study_design_scores_gemma":[0.002512032,0.000162087,0.0001906822,0.0780297,0.001334037,0.0001498077,0.00002782824,0.00001102716,0.0001998178,0.00001228388,0.916873,0.0004976339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001652334,0.9919965,0.0006695458,0.00006347236,0.00457624,0.0009999183,0.0003745727,0.0001013785,0.001053102],"genre_scores_gemma":[0.00008333082,0.9768155,0.0001174153,0.00005846844,0.000538131,0.0001312771,0.02209639,0.0000735738,0.0000858662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9137046,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07446834222290445,"score_gpt":0.3697151461417709,"score_spread":0.2952468039188664,"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."}}