{"id":"W4387337885","doi":"10.1016/j.cjca.2023.06.277","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 Cardiology","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; Steatohepatitis; Internal medicine; Obesity; Fibrosis; Diabetes mellitus; Fatty liver; Type 2 diabetes; Index (typography); Body mass index; Disease; 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":[0.0006249082,0.0003638006,0.0004436359,0.0004949692,0.000423127,0.0007210204,0.0004595269,0.001057456,0.001927322],"category_scores_gemma":[0.002477984,0.0003667703,0.0009406338,0.0007902537,0.0003093852,0.0005126733,0.0004838915,0.001761182,0.0002311101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866057,"about_ca_system_score_gemma":0.0004435378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007729052,"about_ca_topic_score_gemma":0.009281486,"domain_scores_codex":[0.9996209,0.00009033353,0.00004198656,0.00008997054,0.00005841711,0.0000983909],"domain_scores_gemma":[0.9979779,0.000414856,0.0009320401,0.0001338944,0.0001458547,0.0003955255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005182053,0.00007638746,0.9974022,0.000009271667,0.0001537428,0.00007597196,0.00002720467,0.00004856334,0.0001780759,0.00001851952,0.00009202986,0.001399832],"study_design_scores_gemma":[0.000008422131,0.00005926606,0.9993937,0.000004273077,0.00006137889,0.00009810959,0.00004360671,0.0002061271,0.00002126215,0.00002911523,0.00007111458,0.000003663541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978628,0.000921178,0.0000838142,0.0001778246,0.00003138758,0.000004926593,0.0002098848,0.000005761353,0.0007024105],"genre_scores_gemma":[0.999006,0.0002092145,0.0000871463,0.00006511246,0.00004115569,0.000004232334,0.0002375123,0.000001764168,0.0003479173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007729052,"threshold_uncertainty_score":0.0153681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233107542442141,"score_gpt":0.2363069644157467,"score_spread":0.2139758889913252,"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."}}