{"id":"W4283214733","doi":"10.1097/pg9.0000000000000207","title":"Care Pattern for Fontan‐Associated Liver Disease by Academic Pediatric Hepatologists in Canada","year":2022,"lang":"en","type":"article","venue":"JPGN Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Liver disease; Fontan procedure; Internal medicine; Pediatrics; Cardiology; Intensive care medicine; Heart disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258061,0.0001618915,0.0003269904,0.00007876456,0.0001570785,0.000003854882,0.00005678546,0.00003873996,0.0001557746],"category_scores_gemma":[0.0003815756,0.000167499,0.0001053866,0.0002343714,0.00001745608,0.00003302734,0.0001549041,0.0003010154,0.000001126919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998796,"about_ca_system_score_gemma":0.002240899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4501925,"about_ca_topic_score_gemma":0.6296896,"domain_scores_codex":[0.9982256,0.00004902827,0.0004446571,0.000404791,0.0004876451,0.000388281],"domain_scores_gemma":[0.9991294,0.00009614661,0.0001497133,0.0002579915,0.000100675,0.0002661207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008242749,0.00006139106,0.9405426,0.0001708175,0.00002817328,0.00993275,0.0002005117,0.000002629961,0.000004840991,2.225402e-7,0.04601989,0.002953735],"study_design_scores_gemma":[0.0007789476,0.00008472941,0.9875489,0.00001956761,0.0002714531,0.0001099723,0.0008161908,0.000284449,0.000009493782,0.00002228065,0.009822794,0.0002312501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842528,0.01306733,0.00000226117,0.0004911476,0.0004323232,0.001039509,0.0005531402,0.0000479927,0.0001134714],"genre_scores_gemma":[0.9974511,0.00009991867,0.000002637621,0.0007160202,0.0000803221,0.000632736,0.0003758477,0.00002880547,0.0006126096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794971,"threshold_uncertainty_score":0.683041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133464945544798,"score_gpt":0.2563580339142859,"score_spread":0.2430115393598061,"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."}}