{"id":"W4393069584","doi":"10.1097/hc9.0000000000000402","title":"Velacur ACE outperforms FibroScan CAP for diagnosis of MASLD","year":2024,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Magnetic resonance elastography; Medicine; Magnetic resonance imaging; Liver biopsy; Transient elastography; Liver disease; Fatty liver; Elastography; Body mass index; Ultrasound; Internal medicine; Gastroenterology; Radiology; Nuclear medicine; Biopsy; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000788098,0.0001044956,0.0002583649,0.0001039114,0.0001073641,0.00001020546,0.0002267719,0.00006721312,0.0001268722],"category_scores_gemma":[0.00007397922,0.00008388148,0.0001776065,0.0001532027,0.000175384,0.00005128948,0.0001198773,0.0001066206,0.00005214084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008032282,"about_ca_system_score_gemma":0.0001747972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835211,"about_ca_topic_score_gemma":0.0001375135,"domain_scores_codex":[0.9993341,0.00003900296,0.0002359097,0.0001664774,0.0000713249,0.0001532011],"domain_scores_gemma":[0.9980394,0.0006625582,0.00004231686,0.001070155,0.00009533011,0.00009028253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004178312,0.0008487722,0.9320807,0.0003396341,0.000496776,0.00001063223,0.0005343427,7.534348e-7,0.00003723368,0.04388387,0.01690769,0.004817779],"study_design_scores_gemma":[0.003246661,0.001327693,0.2523817,0.001183386,0.003545745,0.000152911,0.000532674,0.01077403,0.008187661,0.005808938,0.7123923,0.0004663343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934128,0.04537882,0.0001522913,0.05293023,0.0003211465,0.001650052,0.0006272319,0.0002194318,0.00530798],"genre_scores_gemma":[0.9896351,0.004735798,0.003279526,0.0002843247,0.00002132696,0.001388321,0.0003350502,0.00002025597,0.0003003554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6954846,"threshold_uncertainty_score":0.3420587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895707923201813,"score_gpt":0.3682434253815042,"score_spread":0.3092863461494861,"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."}}