{"id":"W4403334982","doi":"10.1097/lvt.0000000000000508","title":"Development of posttransplant diabetes mellitus in US recipients of liver transplant is influenced by OPTN region","year":2024,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Liver transplantation; Diabetes mellitus; Internal medicine; Intensive care medicine; Transplantation; 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":[0.000108518,0.000223234,0.0003666297,0.0002570219,0.00003066423,0.00001124599,0.00008208565,0.0001168016,0.00007528871],"category_scores_gemma":[0.00000166834,0.00019138,0.0001350913,0.000279308,0.00006018328,0.0001858479,0.000003779212,0.0001114045,0.00001789667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008935276,"about_ca_system_score_gemma":0.0001379981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003018224,"about_ca_topic_score_gemma":0.00006484199,"domain_scores_codex":[0.9983714,0.00004537188,0.0005852232,0.0003615903,0.0003917645,0.0002446208],"domain_scores_gemma":[0.9994963,0.0001006017,0.00007739497,0.0001519297,0.00006297214,0.0001108035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002610463,0.003026557,0.7242178,0.01742073,0.001458414,0.002744313,0.07354642,0.00004242046,0.1378535,0.0004737374,0.0002392208,0.03636648],"study_design_scores_gemma":[0.001982965,0.0002496006,0.544236,0.004743464,0.0008881793,0.00003401037,0.00004904318,0.000526151,0.4468354,0.00001816451,0.0002344324,0.000202583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913478,0.006875237,0.0003158524,0.00007957946,0.00009721076,0.0005649324,0.0005148363,0.00003729906,0.0001671973],"genre_scores_gemma":[0.9807152,0.01714036,0.00113701,0.00009362961,0.00001225941,0.00006239826,0.0007900788,0.00002189254,0.00002723113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089819,"threshold_uncertainty_score":0.7804249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522965865156456,"score_gpt":0.2505798461317319,"score_spread":0.2353501874801673,"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."}}