{"id":"W4400738121","doi":"10.1111/liv.16043","title":"Ammonia and urea metabolism in acute liver failure: A multicentre cohort study","year":2024,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; University of Washington","keywords":"Urea; Liver failure; Ammonia; Medicine; Metabolism; Urea cycle; Cohort; Internal medicine; Chemistry; Gastroenterology; Biochemistry; Amino acid","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002989014,0.0007903147,0.0008579416,0.0008974762,0.0007491265,0.001285005,0.0007455329,0.0008726352,0.001352154],"category_scores_gemma":[0.00317468,0.0006831227,0.001527534,0.001666913,0.000433776,0.0008974377,0.001264907,0.0009917798,0.0003273664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776965,"about_ca_system_score_gemma":0.0006755647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006156647,"about_ca_topic_score_gemma":0.006887742,"domain_scores_codex":[0.9982161,0.0006763951,0.0001841661,0.0004617623,0.0002019949,0.0002595407],"domain_scores_gemma":[0.9972702,0.0003558703,0.0009474051,0.0005899511,0.0002505533,0.000586016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008000933,0.0001187575,0.9975712,0.00001912168,0.0003205207,0.0001216657,0.0001139693,0.00003981129,0.0001934273,0.00001704892,0.0001770001,0.0005074308],"study_design_scores_gemma":[0.0001503743,0.0003768619,0.9983816,0.00001259839,0.0001759127,0.0002211428,0.0001810653,0.0002729068,0.00003114962,0.0000228548,0.0001606132,0.00001294359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989213,0.0001493135,0.0001140111,0.0000425137,0.00001096779,0.00003546439,0.0006114388,0.000002617436,0.0001123699],"genre_scores_gemma":[0.9986101,0.0001032864,0.0001682955,0.00005308931,0.00002735408,0.00005510379,0.0008913204,0.000003244129,0.00008807291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006156647,"threshold_uncertainty_score":0.01580757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008095454165020272,"score_gpt":0.2668024987944072,"score_spread":0.2587070446293869,"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."}}