{"id":"W3213028317","doi":"10.1111/liv.15099","title":"Gamma‐Glutamyl Transferase (γ‐GT) – an old dog with new tricks?","year":2021,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; National Institutes of Health; Valeant Pharmaceuticals International; Bausch Health; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences","keywords":"Biomarker; Transferase; Oxidative stress; Glutathione S-transferase; Disease; Gamma-glutamyltransferase; Glutathione; Biology; Medicine; Detoxification (alternative medicine); Bioinformatics; Enzyme; Internal medicine; Pathology; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005923591,0.0004712177,0.001153637,0.000238072,0.00004512206,0.0001063544,0.0002595635,0.0001840887,0.005212994],"category_scores_gemma":[0.00001728301,0.0003293618,0.000651247,0.0002074869,0.00004036012,0.0001728,0.00004087922,0.0002783165,0.0002650137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415846,"about_ca_system_score_gemma":0.000983865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002007907,"about_ca_topic_score_gemma":0.00003067687,"domain_scores_codex":[0.9979171,0.00006601935,0.0004219092,0.0006689645,0.0006829557,0.0002430121],"domain_scores_gemma":[0.9986838,0.0001059832,0.0001294271,0.0004335403,0.0001590033,0.0004882381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000576786,0.001349477,0.0006198406,0.001450478,0.003059231,0.00265106,0.0001393528,6.470045e-7,1.258932e-7,0.001296286,0.004679604,0.9846962],"study_design_scores_gemma":[0.002030621,0.0003407103,0.0008630137,0.009889087,0.004764,0.0004738003,0.00001652682,0.000009378706,0.000006226348,0.000008643007,0.9812573,0.0003406824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002404076,0.9939247,0.0000925981,0.000216314,0.0004277029,0.0008250646,0.0003947954,0.00006743066,0.003811034],"genre_scores_gemma":[0.0002525151,0.9851514,0.0004094016,0.0003685958,0.001118043,0.0001705925,0.003777913,0.00007300845,0.008678545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9843555,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504285202700728,"score_gpt":0.350128166688105,"score_spread":0.2950853146610977,"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."}}