{"id":"W7115042410","doi":"","title":"Epidemiology of metabolic dysfunction-associated steatotic liver disease and association with kidney transplant outcomes","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Kidney Foundation of Canada","keywords":"Epidemiology; Kidney; Kidney disease; Disease; Metabolic syndrome; Fatty liver; Diabetes mellitus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178211,0.000160143,0.0003242543,0.001147686,0.0002744186,0.0007823928,0.0004149572,0.0003676937,0.00144497],"category_scores_gemma":[0.002791893,0.0001163254,0.0003832775,0.001691087,0.0003875391,0.0005559341,0.0007879031,0.0004385363,0.000110185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633853,"about_ca_system_score_gemma":0.0006468919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085327,"about_ca_topic_score_gemma":0.00813079,"domain_scores_codex":[0.9994343,0.0001730623,0.00008699032,0.0001115693,0.00009934928,0.00009471173],"domain_scores_gemma":[0.9973609,0.0002932975,0.00176494,0.0001177094,0.0002064919,0.0002565307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003618791,0.000007683439,0.998626,0.00002767018,0.00004382409,0.00002955149,0.0000305171,0.00003695064,0.00007498966,0.00003558911,0.00005030052,0.001000724],"study_design_scores_gemma":[0.000002598717,0.00003980066,0.9990526,0.00004882374,0.00003729574,0.0002527662,0.0001364579,0.0001239644,0.00003809911,0.00004826524,0.000216329,0.00000297291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956127,0.002688654,0.00021106,0.0002426433,0.00001144243,0.000008681299,0.0006461036,0.00000485805,0.0005738779],"genre_scores_gemma":[0.9987631,0.0007049449,0.00009029802,0.0000426689,0.00002156644,0.000007375636,0.0003020415,0.000001243477,0.00006677051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006085327,"threshold_uncertainty_score":0.0120998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700346519091272,"score_gpt":0.2548614795171958,"score_spread":0.2378580143262831,"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."}}