{"id":"W2961987448","doi":"10.1097/tp.0000000000002815","title":"Diabetogenic Effects of Immunosuppression: An Integrative Analysis","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Immunosuppression; Metformin; Context (archaeology); Diabetes mellitus; Insulin; Medicine; Biology; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005628719,0.0000750551,0.0002637331,0.0001587874,0.0000138865,0.000003566869,0.00002902791,0.00004639184,0.0004052548],"category_scores_gemma":[0.00001243104,0.00005435812,0.0001100108,0.0003169242,0.00001878961,0.00009366736,0.000001359049,0.00005364204,0.00003811784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001150619,"about_ca_system_score_gemma":0.00002096074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003191674,"about_ca_topic_score_gemma":0.000002974082,"domain_scores_codex":[0.9994673,0.00004841879,0.0001484359,0.0001234297,0.0001344171,0.00007799741],"domain_scores_gemma":[0.9995605,0.0001341686,0.00005139307,0.0001587858,0.00004736265,0.00004780303],"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":[0.000547307,0.0001545414,0.2509025,0.0005869928,0.0007588086,0.000005863254,0.002100241,0.00005765856,0.7429613,0.0002190256,0.00001434674,0.001691423],"study_design_scores_gemma":[0.001824784,0.0004409497,0.4767111,0.000158647,0.002098389,0.00000257324,0.0001300389,0.001040379,0.5174849,0.00003419354,0.00001327911,0.00006073175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953254,0.0001695281,0.001585811,0.0000162498,0.00009884903,0.0002296355,0.000008951472,0.00003009072,0.002535424],"genre_scores_gemma":[0.9986793,0.0001045168,0.0004035138,0.00006782056,0.00001410996,0.00001045678,0.0003030443,0.000005634174,0.0004115533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258086,"threshold_uncertainty_score":0.4437256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00448245555474541,"score_gpt":0.25118590364359,"score_spread":0.2467034480888446,"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."}}