{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001241119,0.0003120149,0.0003740195,0.0002587435,0.0001271804,0.0002359497,0.0001402752,0.00025035,0.001220515],"category_scores_gemma":[0.00009527571,0.0001221613,0.0001656714,0.0001389756,0.0001830816,0.0002094329,0.0001461644,0.0005851605,0.0001714114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349279,"about_ca_system_score_gemma":0.0001357992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003175418,"about_ca_topic_score_gemma":0.0005993482,"domain_scores_codex":[0.9999388,0.00001014042,0.000005079332,0.00001170608,0.00001448252,0.00001975937],"domain_scores_gemma":[0.9999108,0.000006052634,0.00002758519,0.00001175186,0.000008717229,0.00003517429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001111775,0.0001187098,0.0004948117,0.00006941712,0.0000191234,0.00004879686,0.00001125526,0.0001041784,0.9937459,0.00008330642,0.000104499,0.004088236],"study_design_scores_gemma":[0.0002653413,0.002207365,0.01937345,0.00001764824,0.00008325131,0.0004434918,0.00007431592,0.001264293,0.9695584,0.0001187199,0.006582309,0.0000114843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955862,0.001854495,0.001308259,0.0001132497,0.00002747505,0.00001555131,0.0002204303,0.0001566212,0.0007178436],"genre_scores_gemma":[0.9953554,0.0006476094,0.0006798872,0.00006866905,0.00001297358,0.00002234074,0.0004459875,0.00002954445,0.002737574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001220515,"threshold_uncertainty_score":0.004083037,"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."}}