{"id":"W2944702540","doi":"10.1002/hep.30695","title":"The Quality and Outcomes of Care Provided to Patients with Cirrhosis by Advanced Practice Providers","year":2019,"lang":"en","type":"article","venue":"Hepatology","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Valeant Pharmaceuticals International; Eisai; Michigan Institute for Clinical and Health Research; Exelixis; Bristol-Myers Squibb","keywords":"Medicine; Rifaximin; Hepatology; Hepatic encephalopathy; Internal medicine; Cirrhosis; Odds ratio; Subspecialty; Varices; Liver disease; Hepatocellular carcinoma; Gastroenterology; Intensive care medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534436,0.0001850203,0.0002942572,0.0009940648,0.0003538896,0.0009042201,0.0002881651,0.0003468547,0.0008730449],"category_scores_gemma":[0.01480088,0.0002327095,0.0006544783,0.001639413,0.0004084182,0.0006605264,0.0008231665,0.0005955186,0.0001276161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447326,"about_ca_system_score_gemma":0.0008444078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480574,"about_ca_topic_score_gemma":0.01694012,"domain_scores_codex":[0.9961032,0.001501982,0.0005737375,0.0004988032,0.0009253268,0.0003969109],"domain_scores_gemma":[0.9864222,0.002380845,0.00878499,0.0006090407,0.001113538,0.0006894559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002208001,0.00001536418,0.9987646,0.000009493949,0.00006093365,0.00001152609,0.00002728346,0.00005054025,0.00001554576,0.00001362391,0.0000922222,0.0009167508],"study_design_scores_gemma":[0.000003414346,0.00004193848,0.9993298,0.000009911069,0.00002083798,0.00006101339,0.00007922895,0.0003169917,0.00002102775,0.00002314314,0.00009059853,0.000002041669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972728,0.0007031006,0.0002198525,0.0002709268,0.0000108462,0.00001570786,0.000878379,0.000005157935,0.000623211],"genre_scores_gemma":[0.9991998,0.0001445832,0.0001058203,0.00004953922,0.00001666324,0.00000914304,0.0004328309,0.000001033827,0.00004056343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480574,"threshold_uncertainty_score":0.02943909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231716795798515,"score_gpt":0.4278166666011525,"score_spread":0.404644987021301,"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."}}