{"id":"W2975064071","doi":"10.5546/aap.2017.eng.175","title":"Neonatal acute liver failure: a diagnosis challenge","year":2017,"lang":"es","type":"article","venue":"Archivos Argentinos de Pediatria","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Liver transplantation; Liver failure; Coagulopathy; Viral hepatitis; Liver disease; Hepatitis; Transplantation; Pediatrics; Immunology; 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":["insufficient_payload"],"category_scores_codex":[0.0005122345,0.0006551122,0.0007919359,0.0001618405,0.00119096,0.0003171074,0.001176618,0.0004618872,0.001367759],"category_scores_gemma":[0.0006703803,0.0006349907,0.0005134737,0.00009505958,0.0004166203,0.0002740993,0.0008708913,0.001136125,0.001686893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225838,"about_ca_system_score_gemma":0.0007665312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000395501,"about_ca_topic_score_gemma":0.00006780829,"domain_scores_codex":[0.9956,0.0001198128,0.0007777265,0.00103597,0.0007089459,0.001757506],"domain_scores_gemma":[0.9954107,0.0003125517,0.0007092199,0.001903503,0.0001298947,0.001534145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002042626,0.001350962,0.7577122,0.006826464,0.001138343,0.006855471,0.001886837,3.280637e-7,0.002751575,0.001918074,0.0554197,0.1620974],"study_design_scores_gemma":[0.01264203,0.001709786,0.4796878,0.00129663,0.004003344,0.0008395512,0.0002743677,0.0005045969,0.02127422,0.00107599,0.4745554,0.002136292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621964,0.01825147,0.00005696257,0.01096584,0.001471108,0.001214845,0.001174618,0.0001435715,0.00452522],"genre_scores_gemma":[0.9366497,0.05026536,0.001340454,0.0005875555,0.008657058,0.0001789428,0.0002347911,0.0001016009,0.001984543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4191357,"threshold_uncertainty_score":0.9996101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028216900881693,"score_gpt":0.3028353290168854,"score_spread":0.2825531600080685,"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."}}