{"id":"W4409103007","doi":"10.1109/nanomed64244.2024.10946039","title":"Assessing the Effects of Gas Insufflation on Compromised Blood Vessels Using Vascular Systems-on-Chip","year":2024,"lang":"en","type":"article","venue":"","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Insufflation; Chip; System on a chip; Biomedical engineering; Computer science; Medicine; Anesthesia; Embedded system; Telecommunications","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":[0.0004338322,0.0003411378,0.0002256488,0.0001540164,0.0001699575,0.0002650607,0.0003091702,0.0004918733,0.0007187836],"category_scores_gemma":[0.0005892897,0.0001672609,0.0002572357,0.00009820676,0.0002529853,0.000412418,0.0002483297,0.0003648517,0.0001064365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776917,"about_ca_system_score_gemma":0.0002013755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003800704,"about_ca_topic_score_gemma":0.0008303116,"domain_scores_codex":[0.9996957,0.0000398501,0.00001394115,0.00007532063,0.0001155038,0.0000598137],"domain_scores_gemma":[0.9996476,0.0001511833,0.00007260511,0.00003151611,0.00006993481,0.00002712452],"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":[0.00007930714,0.00002848845,0.0002344007,0.0000517732,0.000007816868,0.0000288384,0.00001906976,0.0001473634,0.9974096,0.00002316486,0.00003826042,0.001931848],"study_design_scores_gemma":[0.000004168632,0.0003928558,0.002684723,0.000003610858,0.00002089566,0.00003993635,0.00003003626,0.001987197,0.9943699,0.00001324495,0.0004474619,0.00000595079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866361,0.001251942,0.010932,0.00006749931,0.00008947896,0.00005476738,0.0001355158,0.0001226758,0.0007099437],"genre_scores_gemma":[0.9821383,0.0009234851,0.01558885,0.0001151532,0.00002196727,0.0001090601,0.0001361698,0.00002663166,0.0009403467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007187836,"threshold_uncertainty_score":0.002404511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644786875495376,"score_gpt":0.2948848714418838,"score_spread":0.2784370026869301,"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."}}