{"id":"W4408361978","doi":"10.1016/j.jacadv.2025.101646","title":"Characteristics and Survival Outcomes of Hepatocellular Carcinoma After the Fontan Operation","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institutes of Health; American Heart Association","keywords":"Hepatocellular carcinoma; Medicine; Fontan procedure; Internal medicine; Cardiology; Oncology; Surgery; Heart 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":[0.0003379411,0.0001315478,0.0002223036,0.0006906899,0.0003009473,0.0003708372,0.0001576544,0.0002212493,0.0008906018],"category_scores_gemma":[0.001744351,0.00009254716,0.0002672307,0.0005801423,0.0002221821,0.0002845703,0.0002356523,0.0002777927,0.0001272375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502421,"about_ca_system_score_gemma":0.0001927368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276198,"about_ca_topic_score_gemma":0.001026651,"domain_scores_codex":[0.9997661,0.0000444543,0.00003384576,0.00005233118,0.00004349281,0.00005976231],"domain_scores_gemma":[0.998493,0.0002481974,0.0007738658,0.00004505369,0.000121532,0.0003184356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007968053,0.00001212192,0.9989005,0.00000284744,0.00001181411,0.0002068169,0.000038121,0.00003253369,0.0001230649,0.000009013005,0.00002508955,0.0005583211],"study_design_scores_gemma":[0.000004079259,0.0001279666,0.9978856,0.000003736263,0.00001237356,0.001522886,0.0001610542,0.0001141344,0.0000653052,0.00002433809,0.00007540455,0.000003072191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996516,0.0001071502,0.00002300301,0.00001471533,0.000001796694,0.000001700604,0.0000825369,9.547668e-7,0.0001164969],"genre_scores_gemma":[0.9997768,0.00003636392,0.0000112047,0.000004321393,0.000004813282,0.000001849271,0.0001385837,5.295871e-7,0.00002562218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001276198,"threshold_uncertainty_score":0.002979398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140671107346042,"score_gpt":0.2827973858084097,"score_spread":0.2713906747349493,"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."}}