{"id":"W2322635084","doi":"10.3727/096368912x653273","title":"The Islet Size to Oxygen Consumption Ratio Reliably Predicts Reversal of Diabetes Posttransplant","year":2012,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Islet; Transplantation; Diabetes mellitus; In vivo; Medicine; Pancreas; Endocrinology; Internal medicine; Biology; Andrology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00030681,0.0001312126,0.0001977379,0.00005535005,0.0001089728,0.000012533,0.0000592162,0.00008145457,0.000125031],"category_scores_gemma":[0.00007163708,0.00009529073,0.000069992,0.0001267712,0.00005876266,0.0001332461,0.000003240735,0.00009734645,0.0001240806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002836577,"about_ca_system_score_gemma":0.00004028797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001087505,"about_ca_topic_score_gemma":0.000001653073,"domain_scores_codex":[0.9989187,0.00006490853,0.000316198,0.0001414435,0.0002682791,0.0002905324],"domain_scores_gemma":[0.9989418,0.0005287349,0.00008198509,0.0001881689,0.00008188701,0.000177407],"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":[0.0005460289,0.0001294056,0.1497065,0.0007706599,0.00006185898,0.000001910152,0.001995124,0.00002904398,0.844214,0.0001462568,0.002028674,0.0003706153],"study_design_scores_gemma":[0.001806241,0.0002890506,0.3169956,0.0002348031,0.0004773829,0.000008693673,0.0001209257,0.0001029639,0.6775063,0.00001929628,0.002306303,0.0001324822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939398,0.0004448998,0.00102479,0.0004418514,0.0004231357,0.0005122506,0.00008360101,0.00005610841,0.003073599],"genre_scores_gemma":[0.9967306,0.0007533662,0.0007621322,0.0005457721,0.0001446839,0.00003767967,0.0001721908,0.0000164406,0.0008371659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672891,"threshold_uncertainty_score":0.3885843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456455368702701,"score_gpt":0.2379770599690096,"score_spread":0.2234125062819826,"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."}}