{"id":"W4220972607","doi":"10.1016/j.jhepr.2022.100478","title":"Deprescribing zolpidem reduces falls and fractures in patients with cirrhosis","year":2022,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Valeant Pharmaceuticals International","keywords":"Zolpidem; Medicine; Deprescribing; Decompensation; Cirrhosis; Benzodiazepine; Internal medicine; Pediatrics; Intensive care medicine; Psychiatry; Polypharmacy","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":[0.00009163173,0.00006766847,0.000122093,0.00008002466,0.00007652814,0.000009911711,0.0000155777,0.00001689976,0.00009706669],"category_scores_gemma":[0.000007167221,0.00005495668,0.00001912358,0.00009125233,0.00001419315,0.00008723964,0.0000175196,0.0001007975,4.251182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003281813,"about_ca_system_score_gemma":0.0000409634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897393,"about_ca_topic_score_gemma":0.00001593625,"domain_scores_codex":[0.9992555,0.00002310308,0.0001694503,0.0002038683,0.0002456349,0.0001024648],"domain_scores_gemma":[0.999699,0.00001898505,0.00008213017,0.0001168573,0.00002152536,0.00006152158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002088527,0.0001138399,0.9964039,0.00002835337,0.00005352749,0.0008042888,0.0007319977,0.00003374688,0.0001475019,0.000002480522,0.00005061878,0.001420873],"study_design_scores_gemma":[0.0007128946,0.0001392115,0.9976638,0.00004431758,0.0001473864,0.00007889745,0.0001856938,0.000008273003,0.0007479234,0.00004207566,0.0001605595,0.00006895779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985335,0.0001936985,0.000004679427,0.00008623152,0.00006482568,0.0002687896,0.000006105445,0.00002254038,0.0008195717],"genre_scores_gemma":[0.9994438,0.0000126687,0.00007987431,0.0002586307,0.00002016619,0.00003408872,0.0001046225,0.000009880468,0.00003622208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351915,"threshold_uncertainty_score":0.2241068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004356386718543738,"score_gpt":0.2129569569582177,"score_spread":0.2086005702396739,"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."}}