{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001204922,0.0003862029,0.0006020211,0.000263221,0.00021924,0.00004823759,0.00009258149,0.0001779726,0.0001810752],"category_scores_gemma":[0.00005650086,0.0002191626,0.00007480427,0.0003896234,0.0002055635,0.0003681908,0.000002834453,0.0002000608,0.0000627247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248119,"about_ca_system_score_gemma":0.000310623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004280518,"about_ca_topic_score_gemma":0.0009140019,"domain_scores_codex":[0.9979584,0.0001148147,0.0005396287,0.0005070369,0.0004689663,0.0004111524],"domain_scores_gemma":[0.9984007,0.000647435,0.0001836568,0.0002779888,0.0002739475,0.0002162215],"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":[0.3848654,0.0006462623,0.1077273,0.001232951,0.0004293549,0.001137353,0.004802422,0.0004266703,0.4819205,0.00006188685,0.0001014375,0.01664846],"study_design_scores_gemma":[0.3881825,0.03542952,0.3011359,0.008977659,0.007244102,0.02082947,0.004963805,0.007084591,0.2210422,0.00008440138,0.001983055,0.003042738],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680327,0.00009065663,0.02852507,0.0004998586,0.0001228603,0.001459038,0.0004214656,0.000356263,0.0004920684],"genre_scores_gemma":[0.9958997,0.0006526915,0.001695427,0.0003728163,0.0001147247,0.0002108151,0.0005462872,0.00006303788,0.0004445215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608782,"threshold_uncertainty_score":0.8937193,"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."}}