{"id":"W4404617418","doi":"10.1111/ctr.70039","title":"Overweight Impacts Histological Disease Activity of De Novo Metabolic Dysfunction‐Associated Steatotic Liver Disease After Liver Transplantation","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"German Academic Exchange Service; Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Medicine; Overweight; Internal medicine; Liver transplantation; Steatohepatitis; Gastroenterology; Fatty liver; Diabetes mellitus; Liver disease; Disease; Transplantation; Cohort; Obesity; Endocrinology","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":[0.0007612623,0.0002396016,0.0002698468,0.0006890905,0.0002898691,0.0008605287,0.0001945217,0.0003308424,0.002244249],"category_scores_gemma":[0.002608762,0.0001700839,0.0003623083,0.0006753326,0.0003048143,0.0005063026,0.0004796327,0.0004590326,0.0002655679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794109,"about_ca_system_score_gemma":0.0001791176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585574,"about_ca_topic_score_gemma":0.000996198,"domain_scores_codex":[0.9995787,0.0001310012,0.0000703761,0.00007446451,0.00007354806,0.00007191843],"domain_scores_gemma":[0.9975255,0.0003643208,0.001499499,0.0001219952,0.0001122779,0.0003764366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463048,0.00001621918,0.9990465,0.000003071172,0.00001511791,0.00003132195,0.000009614292,0.00001419183,0.0001766295,0.000005160422,0.00001094742,0.0005248913],"study_design_scores_gemma":[0.000002478065,0.00007368348,0.9995005,0.000003633964,0.00001459905,0.0001916982,0.00003881107,0.00007705911,0.00005606004,0.000008692413,0.00003150976,0.000001229838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994375,0.00016127,0.00005329087,0.00001750834,0.000003969302,0.000002701514,0.00005698545,0.000001519683,0.000265202],"genre_scores_gemma":[0.9998102,0.00003578018,0.0000278743,0.000006790763,0.000007124311,0.000001348936,0.00006661765,7.668609e-7,0.00004345211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002244249,"threshold_uncertainty_score":0.007507801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835768680825354,"score_gpt":0.3297582521741425,"score_spread":0.291400565365889,"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."}}