{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166228,0.0001454788,0.0001837988,0.0005840125,0.0002052453,0.0004872836,0.0001988857,0.0001798424,0.001031644],"category_scores_gemma":[0.002956789,0.0001467178,0.0005840821,0.001030602,0.0001653512,0.0003498748,0.0004715696,0.0003767422,0.0001712344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140066,"about_ca_system_score_gemma":0.0003193317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006274191,"about_ca_topic_score_gemma":0.01026014,"domain_scores_codex":[0.9995421,0.0001887114,0.00005298436,0.0000711736,0.00007856321,0.0000664519],"domain_scores_gemma":[0.997619,0.0004340494,0.001441347,0.0001647596,0.0001500351,0.0001907712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006094493,0.000007399956,0.9990687,0.000001799692,0.00001373254,0.00001072484,0.00001333748,0.00006454871,0.00004495868,0.000004656344,0.00002806485,0.0006811331],"study_design_scores_gemma":[0.000003230914,0.00003243444,0.9990284,0.000004339059,0.00002168863,0.0000933724,0.00006291377,0.0006068773,0.00004205948,0.0000170396,0.0000854418,0.000002292885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990826,0.0001391585,0.0001750483,0.00004267213,0.000003903341,0.000003926553,0.0002427156,0.000004051473,0.0003058834],"genre_scores_gemma":[0.9995621,0.00006918502,0.00008512346,0.00001732787,0.000004496525,0.000003504363,0.0001937092,0.000001880341,0.00006269749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006274191,"threshold_uncertainty_score":0.01247537,"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."}}