{"id":"W4387270113","doi":"10.1161/atvb.43.suppl_1.523","title":"Abstract 523: Phenotypic And Metabolic Switching Of Fibroblasts In Aortic Aneurysm","year":2023,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Myofibroblast; Adventitia; Angiotensin II; Fibroblast; In vitro; Knockout mouse; Medicine; Pathology; Biology; Internal medicine; Fibrosis; Receptor; Biochemistry","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":[0.0002576099,0.0002691615,0.0001767696,0.000373278,0.0002507812,0.0002411744,0.0001443004,0.0003156526,0.0021899],"category_scores_gemma":[0.000142255,0.0001092845,0.0002240811,0.0002254316,0.0001809768,0.000161469,0.0002070619,0.0004362136,0.0008170736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132827,"about_ca_system_score_gemma":0.0001033673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466466,"about_ca_topic_score_gemma":0.0003044394,"domain_scores_codex":[0.9998261,0.00003207596,0.00002378217,0.00003739866,0.00004958048,0.00003103567],"domain_scores_gemma":[0.999832,0.00004205057,0.00003204181,0.0000234247,0.00002781603,0.00004259709],"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":[0.0004583571,0.0000647804,0.001551673,0.00006054983,0.000004973727,0.0004327481,0.00003551579,0.00002711786,0.9951177,0.00005170692,0.00007713227,0.002117713],"study_design_scores_gemma":[0.0001051416,0.002512502,0.0859447,0.00003734479,0.00007200141,0.007135578,0.0002419408,0.0007498807,0.8953137,0.0002098347,0.007654222,0.00002309123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905455,0.002321649,0.002647569,0.0001089269,0.00007533689,0.00007179748,0.001071647,0.00005309516,0.00310451],"genre_scores_gemma":[0.9856687,0.001962186,0.004057555,0.0001249476,0.00007453794,0.0002087223,0.001701465,0.00002827135,0.0061736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0021899,"threshold_uncertainty_score":0.007325947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259573368502923,"score_gpt":0.2980356775776533,"score_spread":0.2654399438926241,"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."}}