{"id":"W2049653750","doi":"10.1053/j.sempedsurg.2014.03.006","title":"Islet cell transplantation","year":2014,"lang":"en","type":"review","venue":"Seminars in Pediatric Surgery","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Islet cell transplantation; Transplantation; Islet; Hypoglycemia; Intensive care medicine; Glycemic; Population; Diabetes mellitus; Type 1 diabetes; Pediatrics; 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":[0.0008517333,0.0003825543,0.002265186,0.001076567,0.00002845678,0.00001360029,0.00007791983,0.0004604667,0.00026815],"category_scores_gemma":[0.0003639742,0.0003226756,0.0006701036,0.0009127496,0.00002536083,0.00004227161,0.00001308863,0.0004280871,0.0004345136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086412,"about_ca_system_score_gemma":0.0004723681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007262843,"about_ca_topic_score_gemma":3.074994e-7,"domain_scores_codex":[0.9977938,0.0001953973,0.0009018538,0.0004287998,0.0003108023,0.0003693477],"domain_scores_gemma":[0.9960189,0.003098113,0.0003361957,0.0003598356,0.00003407486,0.0001528088],"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":[0.00002301042,0.0001342556,0.00589385,0.08598498,0.00002479394,0.0002205767,0.00003803837,2.857082e-7,1.855136e-7,0.000002936158,0.0708122,0.8368649],"study_design_scores_gemma":[0.0002610596,0.00003361806,0.0001462595,0.007821241,0.002346404,0.00009316776,0.000006869045,0.000002555033,0.000003497455,0.000008216653,0.9889402,0.0003368493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007414388,0.987092,0.0000156214,0.00001388035,0.001150842,0.000404348,0.00002379068,0.00007583995,0.0104822],"genre_scores_gemma":[0.00006671241,0.9954619,0.0001157388,0.0001223704,0.001608559,0.0001054498,0.0006548227,0.00006415901,0.00180025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9181281,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611807843643278,"score_gpt":0.2871801312028667,"score_spread":0.261062052766434,"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."}}