{"id":"W3100900702","doi":"10.3138/canlivj-2020-0013","title":"An update from the Canadian Association for the Study of the Liver on the management of liver disease during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Toronto General Hospital; University of Calgary; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Liver disease; Betacoronavirus; Medicine; Disease; Coronavirus Infections; Virology; Infectious disease (medical specialty); Outbreak; 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":[0.02053124,0.001539282,0.002934438,0.007128587,0.004127009,0.006011075,0.005013057,0.00666956,0.01145546],"category_scores_gemma":[0.06686819,0.001080367,0.002273819,0.00834681,0.002471592,0.00330254,0.003733121,0.01363616,0.005273161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02486276,"about_ca_system_score_gemma":0.1851367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7317133,"about_ca_topic_score_gemma":0.8703879,"domain_scores_codex":[0.9788601,0.003199447,0.002993248,0.0006838668,0.01245389,0.00180952],"domain_scores_gemma":[0.8384491,0.0118987,0.004147834,0.002164064,0.1269756,0.01636467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002557088,0.00002481629,0.000665445,0.0005191491,0.00003060384,0.00006026769,0.0001253242,0.00003847569,0.00004319366,0.000714867,0.944679,0.05307325],"study_design_scores_gemma":[0.00006173037,0.00002643646,0.004143388,0.003104312,0.00008633918,0.0001320916,0.0002199708,0.00005522009,0.00005302328,0.0006153404,0.9914455,0.00005664023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00106319,0.1292206,0.002373731,0.6867427,0.1103859,0.0007141009,0.009112179,0.0005769412,0.05981084],"genre_scores_gemma":[0.01778,0.4651051,0.02808294,0.3223127,0.0821875,0.001341352,0.03163151,0.0008426112,0.0507164],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2682867,"threshold_uncertainty_score":0.5397334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845233233754252,"score_gpt":0.2686849259375386,"score_spread":0.2202325935999961,"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."}}