{"id":"W2512159856","doi":"10.1097/tp.0000000000001381","title":"Islet Transplantation Provides Superior Glycemic Control With Less Hypoglycemia Compared With Continuous Subcutaneous Insulin Infusion or Multiple Daily Insulin Injections","year":2016,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoglycemia; Medicine; Glycemic; Transplantation; Type 1 diabetes; Islet; Insulin; Continuous glucose monitoring; Internal medicine; Diabetes mellitus; Endocrinology; Insulin pump","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005038514,0.0002019909,0.0004318636,0.0001335127,0.0001068529,0.0002601249,0.0001218785,0.0001201272,0.001472006],"category_scores_gemma":[0.0004154768,0.00006697066,0.0001959587,0.0001382849,0.0001553127,0.0001487114,0.0001172023,0.0003949407,0.0001175041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080477,"about_ca_system_score_gemma":0.0001340152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046832,"about_ca_topic_score_gemma":0.0002099081,"domain_scores_codex":[0.9998915,0.00002498563,0.000009438316,0.00002540047,0.00003217557,0.00001650649],"domain_scores_gemma":[0.9996207,0.00008357544,0.0001184654,0.00003525376,0.00001791747,0.00012418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1269656,0.01356399,0.2357673,0.0005219831,0.0007537453,0.0003210841,0.0001943844,0.001293109,0.3132568,0.0001046689,0.0007832738,0.3064741],"study_design_scores_gemma":[0.002458027,0.1505435,0.8028136,0.0000421743,0.0003258105,0.001028643,0.0001395158,0.001679992,0.03970363,0.00009521824,0.001148183,0.00002174677],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999121,0.0004239455,0.0001981086,0.00001574691,0.0000135336,0.000007669461,0.00002248051,0.00001157265,0.0001859633],"genre_scores_gemma":[0.9988844,0.0002166648,0.0005066443,0.00003135162,0.00004149148,0.000009919934,0.00009375544,0.000003511116,0.0002123105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001472006,"threshold_uncertainty_score":0.004924297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322048913556108,"score_gpt":0.2237630078972491,"score_spread":0.2105425187616881,"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."}}