{"id":"W4362522731","doi":"10.1093/cid/ciad203","title":"Fibroscan–Aspartate Aminotransferase Score Predicts Liver-Related Outcomes, but Not Extrahepatic Events, in a Multicenter Cohort of People With Human Immunodeficiency Virus","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Internal medicine; Interquartile range; Nonalcoholic fatty liver disease; Transient elastography; Hazard ratio; Gastroenterology; Odds ratio; Liver disease; Incidence (geometry); Prospective cohort study; Confidence interval; Cirrhosis; Fatty liver; Disease; Liver fibrosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001286683,0.0005553312,0.0005295375,0.0006181755,0.0006746182,0.0009827956,0.0005806687,0.0006855583,0.001426043],"category_scores_gemma":[0.002800622,0.00056545,0.0007926897,0.0007057791,0.0003513758,0.0006524567,0.0006820718,0.0009800032,0.0003904922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957335,"about_ca_system_score_gemma":0.0003201374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160698,"about_ca_topic_score_gemma":0.002436865,"domain_scores_codex":[0.9995037,0.0001570201,0.00003725956,0.0001478772,0.00007674158,0.00007739166],"domain_scores_gemma":[0.9983889,0.0002294257,0.0006255454,0.0002140613,0.0001565858,0.0003854127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008988403,0.00001982833,0.9994696,0.000001979961,0.00004519704,0.00003112631,0.00002177348,0.00001243841,0.00006588221,0.000003945212,0.00003880398,0.0001994805],"study_design_scores_gemma":[0.00001673251,0.0001196312,0.9989957,0.000004788324,0.00006507255,0.0002773202,0.0001113372,0.0002805011,0.00003398124,0.00001950878,0.00007206827,0.000003394368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994789,0.0001163174,0.00004773831,0.0000336339,0.000008002477,0.000005462318,0.0001725844,0.000002364937,0.0001351716],"genre_scores_gemma":[0.9994935,0.00006039751,0.00004826076,0.00002537814,0.00001682126,0.000007464133,0.0002636432,0.000001871519,0.0000827374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003160698,"threshold_uncertainty_score":0.006804705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945583831574288,"score_gpt":0.3262037064402245,"score_spread":0.2967478681244816,"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."}}