{"id":"W2741261320","doi":"10.21037/amj.2017.07.03","title":"Renal dysfunction in cirrhosis, does the baseline renal function matter?","year":2017,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cirrhosis; Ascites; Renal function; Creatinine; Complication; Internal medicine; Liver dysfunction; Gastroenterology; Intensive care 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001117161,0.0001122886,0.0001739835,0.00009305071,0.0004050705,0.00009889631,0.0001808841,0.0001056824,0.003572529],"category_scores_gemma":[0.0001438593,0.00005686993,0.0001074055,0.00005272995,0.0001548123,0.0002520024,0.00002258059,0.0007031315,0.0001646961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005368986,"about_ca_system_score_gemma":0.0001951473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452986,"about_ca_topic_score_gemma":0.0001362663,"domain_scores_codex":[0.9983322,0.0001382573,0.0003425449,0.0001603372,0.0008030782,0.0002235876],"domain_scores_gemma":[0.9990667,0.00009634577,0.0001733648,0.0002648599,0.00007994568,0.0003187893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004705963,0.0005551123,0.7806909,0.0001429024,0.0007255753,0.002577663,0.0006477556,0.00001323788,0.003560559,0.0002639926,0.02136681,0.1847495],"study_design_scores_gemma":[0.003915089,0.0001866796,0.9875691,0.0006190799,0.00054093,0.001214133,0.0001107967,0.0007789213,0.0003853831,0.0008139512,0.003766847,0.00009911108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447611,0.0002534809,0.009372589,0.04192701,0.001362458,0.0001912749,0.000007609742,0.00002464287,0.002099844],"genre_scores_gemma":[0.9938479,0.0005370544,0.00004734136,0.003315435,0.001869266,0.000008259487,0.00002831344,0.00001169299,0.0003347512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068782,"threshold_uncertainty_score":0.9973384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101008366222685,"score_gpt":0.2678797994618103,"score_spread":0.2568697157995835,"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."}}