{"id":"W4306670601","doi":"10.1097/tp.0000000000004328","title":"C-peptide Targets and Patient-centered Outcomes of Relevance to Cellular Transplantation for Diabetes","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"","keywords":"Hypoglycemia; C-peptide; Medicine; Interquartile range; Insulin; Internal medicine; Transplantation; Endocrinology; Diabetes mellitus; Islet; Cohort; Beta cell; Type 1 diabetes; Gastroenterology","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":[],"consensus_categories":[],"category_scores_codex":[0.0000684788,0.00008709046,0.0001100868,0.00003788028,0.00008502221,0.000005959555,0.00005689053,0.00002986428,0.000007813473],"category_scores_gemma":[0.0000110618,0.0000936292,0.00005406604,0.00005132863,0.00001374444,0.000005195471,0.000007451784,0.00002841083,4.117687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006348786,"about_ca_system_score_gemma":0.00001098348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008060588,"about_ca_topic_score_gemma":0.00001761866,"domain_scores_codex":[0.9993718,0.00003376809,0.0001670459,0.0001833637,0.00009928943,0.0001447273],"domain_scores_gemma":[0.9997727,0.00002563958,0.00006761777,0.00007024246,0.00003000828,0.00003384001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003270018,0.0001021928,0.03442705,0.0001802518,0.00008305541,9.595576e-7,0.001123667,0.001124943,0.9576798,0.00006051898,0.0003088856,0.004581669],"study_design_scores_gemma":[0.003167983,0.001437563,0.04611801,0.00002847822,0.0001601482,0.000001277845,0.0005068697,0.0002015662,0.9406443,0.0002281464,0.007156989,0.0003486779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958349,0.0002834742,0.002466409,0.0001825905,0.00008594532,0.0003470742,0.000723622,0.000008019555,0.00006798412],"genre_scores_gemma":[0.9973628,0.0002020688,0.0007043097,0.0003573957,0.000007812154,0.000115224,0.00118839,0.00001423374,0.00004777341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703551,"threshold_uncertainty_score":0.3818088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005448407576099355,"score_gpt":0.2138858228308832,"score_spread":0.2084374152547838,"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."}}