{"id":"W4389430502","doi":"10.1097/tp.0000000000004875","title":"Minimizing Metabolic and Cardiac Risk Factors to Maximize Outcomes After Liver Transplantation","year":2023,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Liver transplantation; Metabolic syndrome; Nonalcoholic fatty liver disease; Disease; Transplantation; Kidney disease; Liver disease; Fatty liver; Complication; Internal medicine; Intensive care medicine; Risk factor; Obesity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002508559,0.0007276595,0.001974858,0.0007450744,0.0001403328,0.00007218777,0.0001080905,0.0003858148,0.00005762791],"category_scores_gemma":[0.00001045285,0.0005811054,0.0007368994,0.0005174295,0.00004796699,0.0002712044,0.00000809869,0.0003917172,0.0003121611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005714487,"about_ca_system_score_gemma":0.00014744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004140068,"about_ca_topic_score_gemma":0.00006544469,"domain_scores_codex":[0.9971406,0.0002962721,0.0008156783,0.0007792577,0.0005308563,0.0004373285],"domain_scores_gemma":[0.998468,0.000525661,0.0002308267,0.0003120043,0.00007242925,0.0003910142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003120776,0.0003114906,0.05034294,0.3745795,0.0130722,0.004056939,0.03249662,0.0000230973,0.00001396215,0.0003492187,0.00007755996,0.5215557],"study_design_scores_gemma":[0.005141431,0.0003237595,0.6581659,0.03489028,0.2536342,0.0003155345,0.0003940673,0.00002635708,0.000109957,0.00006571743,0.0443862,0.002546532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04600567,0.9440604,0.0008051869,0.00002356162,0.0004767596,0.002868428,0.005310527,0.0003387706,0.0001106878],"genre_scores_gemma":[0.003662887,0.9897135,0.000493443,0.00005117313,0.0001441992,0.0004646492,0.005069785,0.0001572467,0.0002430679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.607823,"threshold_uncertainty_score":0.999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686348496802435,"score_gpt":0.3184538926826653,"score_spread":0.271590407714641,"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."}}