{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220459,0.0006060087,0.001408268,0.001482523,0.0002029521,0.0008201271,0.0005952907,0.0007478996,0.003287032],"category_scores_gemma":[0.001108198,0.000158934,0.0007874333,0.001210988,0.0002289306,0.0006744454,0.0005092364,0.001212065,0.0009183169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726528,"about_ca_system_score_gemma":0.0008882742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361386,"about_ca_topic_score_gemma":0.001696607,"domain_scores_codex":[0.9997682,0.00005549851,0.00005311678,0.00002920722,0.00007435734,0.00001957558],"domain_scores_gemma":[0.9996815,0.0001914059,0.00004573401,0.00000745434,0.00005789359,0.00001600801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009826651,0.00007486517,0.0002343881,0.0442686,0.00030502,0.00009829594,0.00004931481,0.0002804699,0.0006754805,0.0020939,0.01569967,0.9361218],"study_design_scores_gemma":[0.00006167643,0.0002183073,0.003301261,0.04437443,0.0007825881,0.001471854,0.0001257952,0.0001903166,0.0005429283,0.003737185,0.9451595,0.00003418227],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001177644,0.9990247,0.00005380439,0.0002261759,0.0001054617,0.000003525592,0.00001436319,0.000004057111,0.0004500876],"genre_scores_gemma":[0.0005206833,0.9990768,0.00008771013,0.0001141731,0.00006193571,0.000004546808,0.00001697986,7.410592e-7,0.0001163292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003287032,"threshold_uncertainty_score":0.01099616,"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."}}