{"id":"W4200122378","doi":"10.1002/14651858.cd008764.pub2","title":"Non-invasive test of liver fibrosis for the diagnosis of oesophageal varices in patients with chronic liver disease or portal vein thrombosis","year":2021,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Portal vein thrombosis; Chronic liver disease; Gastroenterology; Varices; Internal medicine; Liver fibrosis; Liver disease; Thrombosis; Portal vein; Radiology; Fibrosis; Cirrhosis","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":[0.009321834,0.001324143,0.006480841,0.005946602,0.000648199,0.002322926,0.001326949,0.002901233,0.02002723],"category_scores_gemma":[0.0441207,0.0007855592,0.007811249,0.004092042,0.0007798553,0.001947,0.001279791,0.002381186,0.001437857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003100978,"about_ca_system_score_gemma":0.005592645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006606575,"about_ca_topic_score_gemma":0.01574088,"domain_scores_codex":[0.9915606,0.003626315,0.003045413,0.0004677258,0.001101155,0.000198731],"domain_scores_gemma":[0.9738974,0.01874612,0.004346981,0.0005605402,0.002097807,0.0003512652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002501107,0.00004779928,0.0002932885,0.8985715,0.007321364,0.00006210839,0.0001277557,0.0001559055,0.0002913543,0.0008569821,0.01382467,0.07594628],"study_design_scores_gemma":[0.01290072,0.0007405758,0.005298255,0.8632877,0.04809188,0.000280295,0.0001796641,0.000388751,0.0006429468,0.001480976,0.06657495,0.0001331966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004738502,0.9196056,0.002328231,0.002780923,0.002758195,0.04716858,0.009398339,0.0002515803,0.01097008],"genre_scores_gemma":[0.04952858,0.8543556,0.01280933,0.004476328,0.0010956,0.06580698,0.004642322,0.00008752834,0.007197614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02002723,"threshold_uncertainty_score":0.06699771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665289583043769,"score_gpt":0.309448128813943,"score_spread":0.2627952329835053,"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."}}