{"id":"W4388448741","doi":"10.1016/j.jcrc.2023.154456","title":"What every Intensivist should know about ... Ammonia in liver failure","year":2023,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Intensivist; Medicine; Intensive care medicine; Liver failure; Internal medicine; Intensive care","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":[0.000680002,0.00045609,0.001074094,0.001391542,0.000256068,0.001160604,0.0006695754,0.00151026,0.004702209],"category_scores_gemma":[0.002573153,0.0002065508,0.000662062,0.001257258,0.0003375013,0.002187376,0.0005018617,0.001389167,0.001425652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269209,"about_ca_system_score_gemma":0.001432619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005978,"about_ca_topic_score_gemma":0.002452867,"domain_scores_codex":[0.9996736,0.0001161289,0.00007186602,0.00003512438,0.00008037705,0.00002297694],"domain_scores_gemma":[0.9988436,0.0006935867,0.0002049484,0.0000212655,0.0001812697,0.00005546241],"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":[0.0001360664,0.0000450095,0.0005840832,0.0902687,0.0002235744,0.0002687585,0.0001894716,0.0001111033,0.0003271338,0.001295073,0.07497571,0.8315753],"study_design_scores_gemma":[0.00007642651,0.0001412423,0.004064379,0.1270392,0.0006400975,0.003964162,0.0004743896,0.0001089534,0.0002571832,0.002877863,0.8603173,0.00003880254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009676327,0.9964484,0.00004370531,0.002151306,0.0005047705,0.000005982801,0.00002247072,0.000005130657,0.0007214575],"genre_scores_gemma":[0.0010867,0.9959436,0.0001418165,0.001803882,0.000671008,0.000009550052,0.00003153681,0.000001303255,0.0003105517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004702209,"threshold_uncertainty_score":0.01573044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09627416064668834,"score_gpt":0.4151536510432601,"score_spread":0.3188794903965717,"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."}}