{"id":"W1990412311","doi":"10.1016/j.amjmed.2010.06.001","title":"Unexpected Renal and Liver Failure","year":2010,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Liver failure; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008182089,0.00009748346,0.0006024846,0.00007959596,0.00007174588,0.000002055956,0.00009858202,0.00002435893,0.0001972022],"category_scores_gemma":[0.001177711,0.00004451075,0.00005373247,0.0001751723,0.001567778,0.00002497765,0.00003320003,0.0006114064,0.000005116288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206431,"about_ca_system_score_gemma":0.00004359595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593544,"about_ca_topic_score_gemma":0.0002171413,"domain_scores_codex":[0.9990885,0.0001033737,0.0003639313,0.00008000563,0.0001929389,0.0001712526],"domain_scores_gemma":[0.9986578,0.0004046755,0.0004186892,0.0001671197,0.000174348,0.000177322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002368834,0.0001366481,0.2322703,0.00004735733,0.001023795,0.001128638,0.00620621,0.000003051102,0.2220693,0.001803631,0.245385,0.2875572],"study_design_scores_gemma":[0.004956421,0.01097602,0.7366538,0.0003735363,0.0007882511,0.01666273,0.004353862,0.0001999865,0.0003446611,0.0007138117,0.223782,0.0001948526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243273,0.0007929477,0.0002008886,0.07387227,0.0001979369,0.0000550097,6.72151e-7,0.000007282857,0.0005457512],"genre_scores_gemma":[0.986078,0.003891688,0.001522603,0.00683674,0.001580145,9.208765e-7,5.003859e-7,0.000009983287,0.0000794728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043835,"threshold_uncertainty_score":0.5776545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914858936086468,"score_gpt":0.3029981720186221,"score_spread":0.2838495826577574,"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."}}