{"id":"W7074131275","doi":"","title":"Metabolic dysfunction‐associated fatty liver disease (Mafld)—a condition associated with heightened sympathetic activation","year":2021,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hypertension Canada","funders":"","keywords":"Disease; Fatty liver; Sympathetic nervous system; Nonalcoholic fatty liver disease; Leptin; Diabetes mellitus; Metabolic syndrome","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":[0.0001600077,0.0003913478,0.0002564692,0.00116301,0.0004298653,0.0004495755,0.0002079479,0.0004898286,0.001245664],"category_scores_gemma":[0.0007588877,0.000146974,0.0002179339,0.001309701,0.0002493861,0.0002963894,0.0005153253,0.0003779073,0.0002874956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671679,"about_ca_system_score_gemma":0.0002726956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013732,"about_ca_topic_score_gemma":0.001772686,"domain_scores_codex":[0.9998581,0.00002334672,0.00002735374,0.00003168438,0.00003225114,0.00002720337],"domain_scores_gemma":[0.9996527,0.0000462829,0.0001642973,0.00002251449,0.00002469226,0.00008949111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00184364,0.0002032114,0.8600739,0.000235885,0.0001343481,0.0817595,0.0002583948,0.0002660273,0.01813824,0.001351103,0.002815195,0.0329205],"study_design_scores_gemma":[0.00004527389,0.0003680799,0.8423526,0.000190402,0.00009186775,0.1481823,0.0003342429,0.0008107467,0.001905578,0.0009277331,0.004759989,0.00003104533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825156,0.003511023,0.001685649,0.0008268951,0.0001526028,0.00007750863,0.001602649,0.00006235951,0.009565724],"genre_scores_gemma":[0.995927,0.001341284,0.001003665,0.0001873512,0.0001231647,0.00002004849,0.0007424177,0.000005671814,0.0006494435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013732,"threshold_uncertainty_score":0.004167199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518977502733769,"score_gpt":0.2591065323661425,"score_spread":0.2439167573388048,"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."}}