{"id":"W2345690249","doi":"10.1155/2016/6576812","title":"Managing Sleep Disturbances in Cirrhosis","year":2016,"lang":"en","type":"review","venue":"Scientifica","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Cirrhosis; Medicine; Melatonin; Sleep (system call); Hepatic encephalopathy; Obstructive sleep apnea; Insomnia; Excessive daytime sleepiness; Sleep disorder; Sleep apnea; Liver disease; Internal medicine; Intensive care medicine; Pediatrics; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003532254,0.0005817711,0.0007423356,0.001398819,0.0002730094,0.0005975369,0.0005109091,0.0009503179,0.001910614],"category_scores_gemma":[0.0006719333,0.0001099421,0.0004631847,0.0007966233,0.0002441248,0.0006695613,0.0006039779,0.0009878761,0.0006900507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079679,"about_ca_system_score_gemma":0.0006624458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222641,"about_ca_topic_score_gemma":0.002615795,"domain_scores_codex":[0.9998585,0.00003842937,0.00003073852,0.00001513184,0.0000409372,0.000016305],"domain_scores_gemma":[0.9998276,0.00008009894,0.00003960763,0.000004100379,0.00003227296,0.00001622978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006684355,0.00006468192,0.000573837,0.02020155,0.0001103143,0.0006272012,0.0001114805,0.0001543322,0.0006812193,0.0007834858,0.02151739,0.9551077],"study_design_scores_gemma":[0.0001053611,0.0003045334,0.009744359,0.03211324,0.0004703217,0.02252039,0.0004867029,0.0002884175,0.0007910968,0.003574837,0.9295509,0.00004981709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000279308,0.9984913,0.00007704469,0.0003331431,0.0001331186,0.000004746366,0.000009378752,0.000005386401,0.0006665657],"genre_scores_gemma":[0.002562566,0.9962201,0.0002079059,0.000351006,0.0002943609,0.000007837228,0.00003411617,0.000001252435,0.0003209281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001910614,"threshold_uncertainty_score":0.006391704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046453966097625,"score_gpt":0.334249548656993,"score_spread":0.2937850089960167,"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."}}