{"id":"W4392856564","doi":"10.1097/hep.0000000000000845","title":"AASLD Practice Guideline on blood-based noninvasive liver disease assessment of hepatic fibrosis and steatosis","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Steatosis; Medicine; Guideline; Liver fibrosis; Liver steatosis; Internal medicine; Liver disease; Hepatic fibrosis; Gastroenterology; Fibrosis; Disease; Fatty liver; Pathology","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":[0.004479921,0.001145697,0.001791785,0.00407477,0.0007672712,0.001778433,0.002261166,0.003102744,0.005069617],"category_scores_gemma":[0.01560132,0.000624851,0.002134888,0.003304139,0.0009324338,0.001008221,0.001173453,0.004895086,0.006283679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915441,"about_ca_system_score_gemma":0.005630057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105377,"about_ca_topic_score_gemma":0.03135672,"domain_scores_codex":[0.9947284,0.001940581,0.001432276,0.0002359585,0.001434468,0.000228393],"domain_scores_gemma":[0.984244,0.003398758,0.001721891,0.0003130779,0.009624273,0.0006980016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001808488,0.0001148031,0.005182173,0.001584023,0.0001525929,0.0004163484,0.0001132487,0.0009369686,0.0005087027,0.002262844,0.8356509,0.1528966],"study_design_scores_gemma":[0.0011185,0.0002838716,0.04685531,0.03012515,0.001128605,0.007489725,0.000502408,0.003429482,0.001571891,0.01302523,0.894269,0.0002007704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0132963,0.4068694,0.06048067,0.2093893,0.0247972,0.005704621,0.05582439,0.003091355,0.2205467],"genre_scores_gemma":[0.1229085,0.3445936,0.2021651,0.1084716,0.01377212,0.01347219,0.1348107,0.001243209,0.05856303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02105377,"threshold_uncertainty_score":0.04186243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764406735998689,"score_gpt":0.3267638193225527,"score_spread":0.3091197519625657,"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."}}