{"id":"W4386484113","doi":"10.1053/j.gastro.2023.09.002","title":"Proteomic Panels for Alcohol-Associated Liver Disease: Accurate, but Different Enough From Existing Clinical Tests?","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Cirrhosis; Biomarker; Steatosis; Liver disease; Medicine; Fibrosis; Inflammation; Proteome; Internal medicine; Pathology; Bioinformatics; Biology; Biochemistry","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":[0.01423666,0.001924053,0.003683871,0.003010528,0.0008311757,0.00508699,0.002100972,0.003504439,0.002831588],"category_scores_gemma":[0.04287794,0.0009671472,0.001271417,0.002192472,0.001616126,0.005547917,0.001566414,0.003674862,0.002293961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008386444,"about_ca_system_score_gemma":0.001214771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182217,"about_ca_topic_score_gemma":0.003782089,"domain_scores_codex":[0.9896935,0.003659495,0.001747329,0.0009726287,0.003312055,0.0006150971],"domain_scores_gemma":[0.9765376,0.009034829,0.002662602,0.002444756,0.008100027,0.001220286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002613624,0.0009696143,0.5738413,0.00229924,0.002144225,0.001809146,0.000626758,0.001452171,0.01232937,0.004694713,0.06655939,0.3306605],"study_design_scores_gemma":[0.0006529336,0.002732011,0.6950943,0.007749734,0.004813707,0.01412508,0.004718733,0.01753677,0.03074345,0.05771411,0.163572,0.0005472655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3642157,0.3032635,0.08751594,0.1713405,0.01494316,0.0007868796,0.009157232,0.002504445,0.04627265],"genre_scores_gemma":[0.803506,0.05539979,0.0777375,0.0427992,0.009860151,0.0003547667,0.005232423,0.0003016005,0.004808561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423666,"threshold_uncertainty_score":0.07529157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2651843131990292,"score_gpt":0.441277503452435,"score_spread":0.1760931902534058,"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."}}