{"id":"W3023786482","doi":"10.3138/canlivj-2020-0007","title":"Practical management of esophageal varices in the context of SARS-CoV-2 (COVID-19): the Alberta protocol","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Esophageal varices; Pandemic; Context (archaeology); Medicine; Varices; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Endoscopy; Virology; Radiology; Internal medicine; Disease; Portal hypertension; Infectious disease (medical specialty); Geography; Cirrhosis","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":[0.008882074,0.001082952,0.0009414034,0.00151749,0.003061414,0.002869861,0.002791386,0.004946354,0.01162827],"category_scores_gemma":[0.01058052,0.0005586543,0.00140986,0.001314228,0.001780712,0.001666774,0.004257768,0.005480491,0.004173438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235797,"about_ca_system_score_gemma":0.0526376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08928459,"about_ca_topic_score_gemma":0.2121673,"domain_scores_codex":[0.9962698,0.001523451,0.0006373939,0.0001380384,0.0008587648,0.0005724907],"domain_scores_gemma":[0.9956934,0.0005630833,0.000495648,0.0001893791,0.001772732,0.001285686],"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":[0.001103597,0.001460976,0.008898942,0.00437432,0.0001706938,0.003826582,0.001482698,0.006618342,0.002939629,0.03225131,0.5292963,0.4075765],"study_design_scores_gemma":[0.00140338,0.001235373,0.03513095,0.01406325,0.0001800434,0.002748014,0.001054728,0.001763397,0.0009992863,0.0105154,0.9306939,0.0002122737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.0249235,0.03914764,0.05512,0.2725542,0.009693081,0.1276785,0.006714617,0.001164976,0.4630036],"genre_scores_gemma":[0.1313404,0.1112116,0.263187,0.1625907,0.009109297,0.1505929,0.01838003,0.0004374055,0.1531508],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9107154,"threshold_uncertainty_score":0.1775298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09355599701173116,"score_gpt":0.3611180901434689,"score_spread":0.2675620931317377,"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."}}