{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002760951,0.0009009637,0.001540596,0.002298263,0.0002521872,0.001213854,0.0007037585,0.0009325271,0.009311728],"category_scores_gemma":[0.004833661,0.0003602564,0.000646702,0.00062959,0.0002819271,0.0007560804,0.0008409554,0.0009361985,0.003685534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003485772,"about_ca_system_score_gemma":0.0003797154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009179421,"about_ca_topic_score_gemma":0.001930644,"domain_scores_codex":[0.9982715,0.0006118221,0.0001081418,0.0003594255,0.0005021181,0.0001470483],"domain_scores_gemma":[0.9972344,0.001200388,0.0005808739,0.0002506659,0.0004871034,0.0002466289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01387038,0.0007393496,0.5103781,0.00104135,0.000798744,0.001686995,0.000175869,0.002367528,0.0235265,0.001104277,0.02096684,0.423344],"study_design_scores_gemma":[0.001005761,0.006231172,0.8212795,0.001413687,0.001252064,0.02234266,0.0002649793,0.05320216,0.02718233,0.003225091,0.06236511,0.000235411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7852005,0.07054055,0.03977849,0.002638761,0.0008642977,0.0009992156,0.007691241,0.008751712,0.08353516],"genre_scores_gemma":[0.9622746,0.003625424,0.02264616,0.001128331,0.0004695302,0.0002563795,0.003713309,0.0003262135,0.005560063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009311728,"threshold_uncertainty_score":0.03115088,"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."}}