{"id":"W109033710","doi":"10.1155/2014/757929","title":"Biomarkers in Nonalcoholic Fatty Liver Disease","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Adiponectin; Fatty liver; Nonalcoholic fatty liver disease; Insulin resistance; Biomarker; Steatohepatitis; Internal medicine; Disease; Gastroenterology; Cirrhosis; Leptin; Metabolic syndrome; Bioinformatics; Insulin; Obesity; Biology","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":[0.005816526,0.0009122638,0.001733143,0.00693444,0.0004050545,0.002631165,0.0009431806,0.001830986,0.005847277],"category_scores_gemma":[0.01270851,0.0002689355,0.001289901,0.006670201,0.00103965,0.002490056,0.001162354,0.001888857,0.00196051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025849,"about_ca_system_score_gemma":0.002508685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119977,"about_ca_topic_score_gemma":0.001277646,"domain_scores_codex":[0.9958977,0.001644461,0.001008835,0.0002783602,0.001040802,0.0001298817],"domain_scores_gemma":[0.9903494,0.005043547,0.00207035,0.0002109574,0.002095012,0.0002307632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003612753,0.0001106794,0.01200576,0.0807135,0.0009805905,0.001276589,0.0005943392,0.0004542452,0.001767826,0.01652694,0.05943775,0.8257705],"study_design_scores_gemma":[0.00008868916,0.0003175193,0.01844515,0.05784451,0.001029824,0.00693918,0.0007244209,0.0003401478,0.001528527,0.02094607,0.8916903,0.0001058331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006533369,0.9923678,0.0006427238,0.002716248,0.001185313,0.00003503491,0.0001953416,0.00001758108,0.002186645],"genre_scores_gemma":[0.01865123,0.9695371,0.004124798,0.002859967,0.002337112,0.0001551019,0.0006482355,0.00001542383,0.001671027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00693444,"threshold_uncertainty_score":0.03076106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159571352082093,"score_gpt":0.2947955188002093,"score_spread":0.2631998052793884,"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."}}