{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003888432,0.0001097782,0.0003077836,0.00002651437,0.0003356182,0.000008112122,0.0001152124,0.0001035235,0.00003261154],"category_scores_gemma":[0.001149449,0.0000647741,0.00001805582,0.00008963577,0.00005269024,0.0002212757,0.00006461248,0.0002638206,0.00003511643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004910256,"about_ca_system_score_gemma":0.0001411458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251595,"about_ca_topic_score_gemma":0.0009744725,"domain_scores_codex":[0.9981279,0.0007969692,0.0003533373,0.0002407047,0.0001789481,0.0003021276],"domain_scores_gemma":[0.9954041,0.003349538,0.000483384,0.0003283746,0.0003596053,0.00007500916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001132407,0.00004801321,0.9838948,0.0001922328,0.00003727315,2.434195e-7,0.004336747,3.793059e-7,0.00003387401,0.0007385797,0.002121129,0.007464345],"study_design_scores_gemma":[0.001907471,0.000748435,0.5702787,0.00007578573,0.00005601829,6.243487e-7,0.01964241,0.000005940581,0.00004550585,0.00008284151,0.4069992,0.0001570659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724431,0.00035282,0.00001410874,0.02191876,0.0004150719,0.001480061,0.00002458854,0.0000243504,0.003327135],"genre_scores_gemma":[0.995491,0.00004620287,0.0007248886,0.003067522,0.000006915251,0.0001012838,0.00001133553,0.00001523264,0.0005355737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4136161,"threshold_uncertainty_score":0.2641411,"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."}}