{"id":"W4386146790","doi":"10.1016/j.xpro.2023.102524","title":"Differential systemic decellularization in vivo to study molecular changes in each vasculature layer in murine models of disease","year":2023,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Agencia Estatal de Investigación; Instituto de Salud Carlos III; Medical Research Council; Agència de Gestió d'Ajuts Universitaris i de Recerca; Canadian Institutes of Health Research; National Medical Research Council; Institute for Bioengineering of Catalonia; Universitat de Lleida; European Social Fund; Brock University; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Natural Sciences and Engineering Research Council of Canada; European Commission; Centres de Recerca de Catalunya","keywords":"Decellularization; In vivo; Glycocalyx; Medicine; Perfusion; Disease; Pathology; Biomedical engineering; Cardiology; Biology; Immunology; Tissue engineering; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002824945,0.0001472767,0.0004202247,0.0004642512,0.00001189107,0.000008258216,0.00007538214,0.00009731144,0.00002697964],"category_scores_gemma":[0.00005273778,0.0001241083,0.00007523572,0.0008472746,0.00001061045,0.00003825269,0.0001169858,0.0001743625,0.000003250262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008938681,"about_ca_system_score_gemma":0.00006565949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147332,"about_ca_topic_score_gemma":0.0001308746,"domain_scores_codex":[0.9986076,0.0001260488,0.0003240434,0.0003255083,0.0003909541,0.0002258187],"domain_scores_gemma":[0.9994317,0.00001517856,0.00004854548,0.0003485203,0.00005501075,0.000101043],"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":[0.001078497,0.0008455797,0.1620934,0.001067548,0.0000287093,0.0004205895,0.002697588,0.003578187,0.8277236,0.0000476497,0.00001735336,0.000401278],"study_design_scores_gemma":[0.02520811,0.001386834,0.3143079,0.008150485,0.0001547765,0.00001062527,0.002082391,0.02136731,0.6260935,0.0003993028,0.0001066132,0.0007320801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019903,0.00002006172,0.0001128017,0.00009814759,0.00002635444,0.09766386,0.00001053962,0.00002979549,0.00004817094],"genre_scores_gemma":[0.932034,0.000003775752,0.00003777413,0.00001929901,0.00003468989,0.06774127,0.00003032704,0.00002547834,0.00007334773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20163,"threshold_uncertainty_score":0.5060988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190984845207259,"score_gpt":0.3089481080755849,"score_spread":0.2870382596235123,"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."}}