{"id":"W3168945181","doi":"10.3389/fbioe.2021.674125","title":"An in vitro Perfused Macroencapsulation Device to Study Hemocompatibility and Survival of Islet-Like Cell Clusters","year":2021,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Michigan Diabetes Research Center, University of Michigan; Canada Foundation for Innovation; Canada Research Chairs; Diabète Québec; Centre québécois sur les matériaux fonctionnels; McGill University Health Centre; McGill University; Fonds de recherche du Québec – Nature et technologies; Juvenile Diabetes Research Foundation International","keywords":"Islet; Perfusion; Biomedical engineering; In vivo; Blood flow; In vitro; Transplantation; Chemistry; Medicine; Insulin; Biology; Internal medicine; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002242538,0.0003244031,0.000161466,0.000103473,0.0001213538,0.0001778516,0.0002222741,0.0002443774,0.0006619649],"category_scores_gemma":[0.0001471051,0.000101839,0.0001622683,0.00007398503,0.0001601182,0.0001669488,0.0001469785,0.0002838135,0.0001219104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860169,"about_ca_system_score_gemma":0.0001556344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002963123,"about_ca_topic_score_gemma":0.0003603598,"domain_scores_codex":[0.9999006,0.00001412661,0.000007443136,0.0000398653,0.00002401343,0.00001410459],"domain_scores_gemma":[0.999892,0.0000370289,0.00003282284,0.00001174424,0.00001072796,0.00001575907],"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":[0.00002755215,0.00001976465,0.00009247031,0.00001729469,0.000001810197,0.0000304912,0.0000168815,0.00008925494,0.9988257,0.0000319549,0.00001649799,0.0008302989],"study_design_scores_gemma":[0.000008237028,0.0004600653,0.001531457,0.000002992169,0.00001188572,0.0001316285,0.000008666093,0.001374001,0.9955326,0.0000153654,0.0009179128,0.000005229042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560587,0.001249218,0.04113095,0.0000705188,0.0000607964,0.0001447268,0.0003929198,0.0001696859,0.0007225354],"genre_scores_gemma":[0.9570695,0.0009714733,0.03980268,0.00007351301,0.00002707066,0.0002816747,0.0002950293,0.00003759744,0.001441446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006619649,"threshold_uncertainty_score":0.002214491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008853808680793999,"score_gpt":0.2341249366839235,"score_spread":0.2252711280031295,"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."}}