{"id":"W2902385923","doi":"10.9778/cmajo.20180024","title":"Canadian regulations and legal ramifications for hepatic encephalopathy: a descriptive analysis","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; University of Calgary","funders":"","keywords":"Hepatic encephalopathy; Medicine; Cirrhosis; Disease; Liver disease; Descriptive statistics; Encephalopathy; Medical emergency; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003378405,0.0003119037,0.0004583153,0.01397609,0.004139936,0.002259349,0.001822289,0.0006194999,0.005467094],"category_scores_gemma":[0.02312391,0.0004916138,0.0009246776,0.02493105,0.001179193,0.0006127199,0.001448512,0.0007835896,0.0003234226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0516611,"about_ca_system_score_gemma":0.1439288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868265,"about_ca_topic_score_gemma":0.9879735,"domain_scores_codex":[0.9926115,0.0003234664,0.0008319304,0.0004163011,0.004456248,0.001360586],"domain_scores_gemma":[0.9631954,0.005616929,0.008916923,0.0006864432,0.01963527,0.001948944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001479486,0.00005200924,0.9321824,0.002008425,0.0001264868,0.0011664,0.007012224,0.0002246449,0.0002115714,0.003443464,0.02693377,0.02649065],"study_design_scores_gemma":[0.0000131707,0.00002568175,0.9469515,0.001537337,0.0001452091,0.0009668552,0.01442523,0.0003777772,0.0001520344,0.0002045709,0.03514998,0.00005058408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780042,0.01913553,0.001123592,0.006455608,0.00009868894,0.001531594,0.125436,0.0001200045,0.06605697],"genre_scores_gemma":[0.9573215,0.01568235,0.001113192,0.001498347,0.00004324035,0.0004349481,0.02035048,0.00005467479,0.00350122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0516611,"threshold_uncertainty_score":0.3748292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938514197788111,"score_gpt":0.302331439184805,"score_spread":0.2729462972069239,"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."}}