{"id":"W2794357008","doi":"10.1093/jcag/gwy008.025","title":"A24 SPECIALIZED MULTIDISCIPLINARY CARE IN CIRRHOSIS IMPROVES MORTALITY AND REDUCES ACUTE CARE UTILIZATION","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Cirrhosis; Hepatic encephalopathy; Acute care; Ascites; Emergency medicine; Internal medicine; Multidisciplinary approach; Intensive care medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003135949,0.00009508521,0.0001655721,0.0003597805,0.0003173584,0.0004043595,0.0001912832,0.0001894795,0.002721648],"category_scores_gemma":[0.001756244,0.00005325984,0.0001973432,0.0004378135,0.000181106,0.0001515555,0.0004666463,0.0001913417,0.0001301639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010048,"about_ca_system_score_gemma":0.001305964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0270029,"about_ca_topic_score_gemma":0.1034664,"domain_scores_codex":[0.9996828,0.0000960774,0.00002345923,0.00002777443,0.00007115524,0.00009877155],"domain_scores_gemma":[0.9990996,0.00005909062,0.0002421211,0.00002676322,0.000132063,0.0004403506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008499745,0.001179991,0.8629293,0.0002379728,0.0001410026,0.0002289936,0.0002785197,0.0007454179,0.001846766,0.0001253196,0.003658556,0.1277782],"study_design_scores_gemma":[0.00003541166,0.0003237677,0.9984534,0.00003758474,0.00001726883,0.00008719509,0.0001129008,0.0002861237,0.00008938134,0.00003733866,0.000516965,0.00000261421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972217,0.0008672381,0.0001408735,0.0002968269,0.00001492822,0.00002381585,0.0001186241,0.00001155252,0.001304352],"genre_scores_gemma":[0.998845,0.0003495509,0.0002706083,0.0001053573,0.00002032546,0.000008656122,0.0001957991,0.000001388856,0.0002032655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0270029,"threshold_uncertainty_score":0.05369145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022539320936098,"score_gpt":0.2970667710934661,"score_spread":0.2768413778841051,"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."}}