{"id":"W4288855507","doi":"10.1210/endrev/bnac018","title":"Glucagon-like Peptide-1 Receptor-based Therapeutics for Metabolic Liver Disease","year":2022,"lang":"en","type":"article","venue":"Endocrine Reviews","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Type 2 diabetes; Steatohepatitis; Steatosis; Fatty liver; Glucagon-like peptide-1; Inflammation; Nonalcoholic fatty liver disease; Liver disease; Endocrinology; Internal medicine; Diabetes mellitus; Bioinformatics; Biology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002038329,0.0002713652,0.000616554,0.00009147947,0.0002289212,0.00001860481,0.0001478293,0.00001120862,0.00236207],"category_scores_gemma":[0.00005707391,0.0002065615,0.0006787535,0.0002252557,0.00003220157,0.00004981606,0.00008089736,0.0001317954,0.000201593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264535,"about_ca_system_score_gemma":0.0001907803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003169254,"about_ca_topic_score_gemma":0.000002498065,"domain_scores_codex":[0.9983345,0.000184353,0.0004029828,0.0004127027,0.0003090696,0.0003563814],"domain_scores_gemma":[0.9987276,0.000119034,0.0001483057,0.0006074185,0.00006605144,0.000331616],"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":[0.002817212,0.01263559,0.06948078,0.003613124,0.001914568,0.0006551909,0.0004464,0.00009247835,0.0005491897,0.005428996,0.3309151,0.5714514],"study_design_scores_gemma":[0.002454942,0.0003134402,0.008530282,0.0000835609,0.001769198,0.000008258335,0.00002318184,0.000187918,0.0003440375,0.00003036319,0.9860532,0.000201644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04598533,0.9292073,0.0003124411,0.009933083,0.001198023,0.01088845,0.0009439531,0.000244827,0.001286589],"genre_scores_gemma":[0.612877,0.2752083,0.01081332,0.04446187,0.001707716,0.0336521,0.004292737,0.0003428666,0.01664414],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6551381,"threshold_uncertainty_score":0.9985499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06442228544527856,"score_gpt":0.3287426774309487,"score_spread":0.2643203919856701,"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."}}