{"id":"W4388271981","doi":"10.1016/j.jcjd.2023.10.280","title":"CHANGE IN FIBROSIS-4 INDEX (FIB4) OVER TIME IS ASSOCIATED WITH SUBSEQUENT RISK OF LIVER EVENTS, CARDIOVASCULAR EVENTS, AND ALL-CAUSE MORTALITY IN PATIENTS WITH OBESITY AND/OR TYPE 2 DIABETES","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Obesity; Internal medicine; Diabetes mellitus; Type 2 diabetes; Fibrosis; Liver fibrosis; Index (typography); Body mass index; Cardiology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006153414,0.0003594874,0.0004436879,0.0005204133,0.0004469636,0.0007274231,0.0004800006,0.0009880475,0.001917457],"category_scores_gemma":[0.002407002,0.0003674841,0.0009630265,0.0008822225,0.0003098285,0.0004796585,0.0004935445,0.001769123,0.0002174866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659984,"about_ca_system_score_gemma":0.0005340692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331624,"about_ca_topic_score_gemma":0.01573975,"domain_scores_codex":[0.9996208,0.00008878557,0.00004286705,0.00008557044,0.00006238142,0.00009955744],"domain_scores_gemma":[0.9980089,0.0003930118,0.0009216847,0.0001244907,0.000153509,0.0003984804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004495371,0.00006675928,0.9976425,0.00000907184,0.0001406829,0.00006468903,0.00002534781,0.00004619247,0.0001469584,0.00001652999,0.00009178869,0.001299894],"study_design_scores_gemma":[0.000007713626,0.00004685831,0.999463,0.00000431517,0.00005577659,0.00008131498,0.00004366351,0.0001823762,0.00001773872,0.0000245374,0.00006926444,0.000003513274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976372,0.001028804,0.0000765022,0.0001917012,0.00003276778,0.000005181344,0.0002594595,0.000005852789,0.0007625484],"genre_scores_gemma":[0.9989185,0.0002399526,0.00008907359,0.00006691318,0.00003902244,0.000004265542,0.0002747134,0.000001786251,0.0003656584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331624,"threshold_uncertainty_score":0.02647746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959904310772087,"score_gpt":0.2276355894061504,"score_spread":0.2080365462984295,"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."}}