{"id":"W4389670862","doi":"10.1097/hep.0000000000000720","title":"Defining an approach for therapeutic strategies in metabolic dysfunction–associated steatotic liver disease after liver transplantation","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Liver transplantation; Medicine; Liver disease; Internal medicine; Disease; Transplantation; Fatty liver; Gastroenterology; Intensive care medicine","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":[0.006493875,0.000783201,0.001030536,0.0008645869,0.0007942478,0.004379165,0.001298163,0.002715182,0.005434373],"category_scores_gemma":[0.004071197,0.0002382369,0.0009760565,0.0003586975,0.001397984,0.003591133,0.002672786,0.005162571,0.001887095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514958,"about_ca_system_score_gemma":0.007298659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000528067,"about_ca_topic_score_gemma":0.002080488,"domain_scores_codex":[0.998,0.001055568,0.0002379797,0.0001542908,0.0003170463,0.0002352191],"domain_scores_gemma":[0.9972854,0.0009487346,0.0004844884,0.0001789229,0.0006965862,0.0004059417],"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":[0.001099103,0.001996787,0.002552941,0.005458672,0.0001964439,0.001119438,0.0007101754,0.002741976,0.02093432,0.1364941,0.04303714,0.7836589],"study_design_scores_gemma":[0.000760282,0.00478453,0.003875619,0.0109416,0.0003954419,0.002366509,0.001470703,0.003660081,0.01265444,0.07930342,0.8796659,0.0001215583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03067867,0.4396708,0.1100083,0.31033,0.006648622,0.002508848,0.0006693858,0.0007937676,0.0986915],"genre_scores_gemma":[0.2722846,0.4078892,0.2053759,0.07442247,0.00973198,0.004825754,0.0010027,0.0002380777,0.0242295],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006493875,"threshold_uncertainty_score":0.03434336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057413812557788,"score_gpt":0.2832287971184175,"score_spread":0.2526546589928396,"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."}}