{"id":"W4221086385","doi":"10.1177/10935266211067893","title":"Pediatric Acute Liver Failure: A Clinicopathological Perspective","year":2022,"lang":"en","type":"review","venue":"Pediatric and Developmental Pathology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Liver biopsy; Etiology; Liver disease; Autoimmune hepatitis; Disease; Pathology; Pediatrics; Biopsy; Transplantation; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003024406,0.0005375182,0.001577189,0.0005482417,0.0002405859,0.00002211741,0.0001582221,0.0004668474,0.001045482],"category_scores_gemma":[0.00004830866,0.0004340663,0.0004159902,0.0006200298,0.00009683509,0.00008647949,0.0002435488,0.0008586088,0.0003624302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784165,"about_ca_system_score_gemma":0.001008741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005762092,"about_ca_topic_score_gemma":0.000001378164,"domain_scores_codex":[0.9972632,0.00029806,0.0007021338,0.000965029,0.0003270706,0.0004445064],"domain_scores_gemma":[0.9987884,0.0003999866,0.0002881071,0.000181796,0.00005173343,0.0002900424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009134232,0.002602754,0.09622899,0.05985517,0.00249617,0.1347052,0.007868741,1.106205e-7,7.897018e-7,0.001744842,0.0077922,0.6857916],"study_design_scores_gemma":[0.005329739,0.002006866,0.03277481,0.0004069991,0.09590215,0.06603071,0.001867693,0.000001771243,3.521071e-7,0.0004175911,0.7925906,0.002670684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003992355,0.9928798,0.00003123005,0.00002466005,0.0003127436,0.001025001,0.0002617425,0.0001200648,0.0013524],"genre_scores_gemma":[0.0003308149,0.9956277,0.001590855,0.0002260023,0.000775768,0.0003117009,0.0008208018,0.00005766421,0.0002587049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7847984,"threshold_uncertainty_score":0.9998677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05238315634772338,"score_gpt":0.3309159274417101,"score_spread":0.2785327710939867,"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."}}