{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000524999,0.0001765051,0.0002061904,0.001154325,0.001964174,0.0008971723,0.0008182637,0.0002621678,0.002112828],"category_scores_gemma":[0.003309172,0.0001736797,0.0002382237,0.003181228,0.0006584552,0.000288673,0.0007748008,0.0005589115,0.000108573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02440738,"about_ca_system_score_gemma":0.03344464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703465,"about_ca_topic_score_gemma":0.9849709,"domain_scores_codex":[0.9987993,0.0001057017,0.00009267453,0.0001398726,0.0003850436,0.0004773915],"domain_scores_gemma":[0.9943164,0.0003719652,0.00148478,0.0000794353,0.001764551,0.001982838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002280749,0.00001867528,0.9894603,0.00003291911,0.00001318924,0.0003238871,0.001211323,0.00009659348,0.0001389737,0.0002150823,0.002063905,0.006402296],"study_design_scores_gemma":[0.000006256932,0.00001934227,0.9930648,0.00007422476,0.000008885467,0.000412418,0.004344852,0.0002462013,0.00007830872,0.00003039805,0.00170465,0.000009618491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908562,0.001421972,0.0001293339,0.001670294,0.00002710121,0.00004359061,0.001575344,0.00002265743,0.004253599],"genre_scores_gemma":[0.9976516,0.0009687684,0.0002211846,0.0002887103,0.000008807614,0.0000119018,0.0004737619,0.000005915002,0.0003693571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02965355,"threshold_uncertainty_score":0.1770887,"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."}}