{"id":"W4415673491","doi":"10.1111/liv.70412","title":"Phenotype and Long‐Term Outcome in Recurrent Paediatric Acute Liver Failure: Systematic Review and Individual Participant Data Analysis","year":2025,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Canadian Association of Gastroenterology; Canadian Association for the Study of the Liver","keywords":"Liver transplantation; Liver failure; Etiology; MEDLINE; Outcome (game theory)","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002899271,0.0001214442,0.0004335398,0.0003427378,0.00002652872,0.00004306659,0.0001860435,0.00004094702,0.0001119443],"category_scores_gemma":[0.00004560161,0.00009852446,0.00005706559,0.0003566682,0.00003248938,0.0002137511,0.0001454014,0.0001132833,0.00001405521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002847249,"about_ca_system_score_gemma":0.00004331708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003862599,"about_ca_topic_score_gemma":0.000159298,"domain_scores_codex":[0.998807,0.00007118106,0.0004136929,0.0003199801,0.0002683043,0.0001198414],"domain_scores_gemma":[0.9993868,0.0001035058,0.00009678691,0.0002710081,0.00006587135,0.00007596518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037733,0.000193781,0.9307466,0.05449626,0.01207263,0.0002579495,0.0006420335,0.000001018643,0.000003674706,0.0006780422,0.0002502835,0.0005539789],"study_design_scores_gemma":[0.000858199,0.00002675416,0.9174353,0.005133211,0.07523425,0.00001715375,0.0000257731,0.001134604,0.000002596205,0.00002559214,0.000008600344,0.000097966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7501827,0.2393477,0.001631397,0.00366512,0.000456958,0.00272949,0.001620561,0.00007725732,0.0002888257],"genre_scores_gemma":[0.9797666,0.01771312,0.0001600262,0.0008962314,0.00003603883,0.00003980756,0.001227873,0.000005133265,0.0001551594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295839,"threshold_uncertainty_score":0.4017711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983600568647079,"score_gpt":0.3478653953520371,"score_spread":0.2780293896655663,"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."}}