{"id":"W4367043263","doi":"10.1016/j.cjca.2023.04.019","title":"Determinants of Advanced Liver Fibrosis in Adult Patients After Fontan Palliation: Usefulness of Ultrasound Transient Elastography","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transient elastography; Medicine; Liver biopsy; Interquartile range; Liver disease; Fontan procedure; Internal medicine; Cohort; Chronic liver disease; Fibrosis; Gastroenterology; Cardiology; Biopsy; Radiology; Heart disease; Cirrhosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006395961,0.0002587277,0.0002760189,0.000449415,0.0001560072,0.0004077328,0.000184433,0.0003741249,0.001079101],"category_scores_gemma":[0.002726526,0.0001263814,0.0002137807,0.0003972847,0.000234224,0.0003748496,0.0003042168,0.0004417935,0.0001847967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008833972,"about_ca_system_score_gemma":0.0001217599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003886235,"about_ca_topic_score_gemma":0.0004163701,"domain_scores_codex":[0.9997229,0.0001025906,0.00003791546,0.00004870731,0.00005107092,0.00003680206],"domain_scores_gemma":[0.9978982,0.0007656898,0.0008300457,0.00005731326,0.0001238902,0.0003248321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007340489,0.000009582713,0.9990124,0.000003380104,0.000007392478,0.00004440952,0.00001803216,0.00002281563,0.00009223936,0.000004228976,0.0000188827,0.0006932191],"study_design_scores_gemma":[0.000005429555,0.0001204563,0.998962,0.000005185559,0.00001182026,0.0004153239,0.00007417052,0.0003012935,0.00003965192,0.00001517728,0.00004729398,0.000002074232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992833,0.000390936,0.00007295922,0.00004073961,0.000003020389,0.000002813739,0.00004805077,0.000002088315,0.0001562239],"genre_scores_gemma":[0.9997697,0.00007578108,0.00004996877,0.000009238825,0.00001360913,0.000001973873,0.00005947836,6.406108e-7,0.0000197085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001079101,"threshold_uncertainty_score":0.003610015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136097095167621,"score_gpt":0.2387199507272028,"score_spread":0.2273589797755265,"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."}}