{"id":"W3157614059","doi":"10.1093/cvr/cvab148","title":"Endothelial Zeb2 preserves the hepatic angioarchitecture and protects against liver fibrosis","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Liver physiology and pathology","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"H2020 European Research Council; Onderzoeksraad, KU Leuven; KU Leuven; Japan Society for the Promotion of Science; European Commission","keywords":"Angiogenesis; Hepatic stellate cell; Biology; Fibrosis; Liver cytology; Endothelium; Hepatic fibrosis; Transcription factor; Liver regeneration; Cell biology; Pathology; Cancer research; Endocrinology; Regeneration (biology); Gene; Medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001526955,0.0001352474,0.0003916951,0.00009474665,0.00035054,0.00003603178,0.0001713904,0.0001721267,0.00006481495],"category_scores_gemma":[0.0008253054,0.00008685062,0.0004776148,0.0003659325,0.0006838312,0.00004343887,0.0003749935,0.0008504991,0.00006170014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834694,"about_ca_system_score_gemma":0.0002034966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007337141,"about_ca_topic_score_gemma":0.0000117723,"domain_scores_codex":[0.9966316,0.001737055,0.0001280624,0.0004588739,0.0005848508,0.0004595892],"domain_scores_gemma":[0.9981365,0.0003825388,0.00001459148,0.00100216,0.0003305524,0.0001337257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002095768,0.0007233318,0.02640271,0.004601308,0.01565891,0.01927467,0.01286329,0.0004797348,0.6158116,0.001886744,0.008368151,0.2918338],"study_design_scores_gemma":[0.00842253,0.001654704,0.4664082,0.0007927607,0.001092972,0.004599586,0.001651618,0.0008568692,0.286681,0.003807736,0.2231607,0.0008712502],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562994,0.03895234,0.0001006888,0.0009754702,0.00007540194,0.0009403302,0.00001546896,0.00003698366,0.002603882],"genre_scores_gemma":[0.9959315,0.00175674,0.0003225181,0.0002284737,0.0004799574,0.0001661069,0.00002559444,0.00002623242,0.001062869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400055,"threshold_uncertainty_score":0.3695043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05543304433263982,"score_gpt":0.31018519645061,"score_spread":0.2547521521179702,"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."}}