{"id":"W4307023955","doi":"10.1016/j.cjca.2022.08.027","title":"IMMUNOENGINEERING APPLICATION OF MXENE FOR PREVENTION OF TRANSPLANT VASCULOPATHY","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Transplantation; Flow cytometry; In vitro; Inflammation; Cancer research; Umbilical vein; Immunology; In vivo; Cell biology; Biology; Biochemistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007911268,0.00005219346,0.0003245189,0.0001469452,0.00004974339,0.000003456815,0.0001777256,0.00002873721,0.0000579571],"category_scores_gemma":[0.00002477987,0.00005184123,0.0001436342,0.00005797351,0.00003371253,0.00004158583,0.000007594521,0.00004131505,4.375651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000506312,"about_ca_system_score_gemma":0.0002726286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003259782,"about_ca_topic_score_gemma":0.00008558093,"domain_scores_codex":[0.9992333,0.00009072461,0.0004006199,0.00006633207,0.00007548332,0.000133534],"domain_scores_gemma":[0.9994128,0.0000318698,0.0002682552,0.0001104525,0.00010509,0.00007156275],"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":[0.00006180783,0.000002339554,0.000150383,0.00005733486,0.00003579711,0.000003682406,0.0001374097,0.0201933,0.9769313,0.0007703126,0.0002071952,0.001449172],"study_design_scores_gemma":[0.001695686,0.001338957,0.003312917,0.00004903235,0.000248871,0.0005071008,0.0002727091,0.0001366785,0.8890598,0.00243483,0.1007431,0.0002002936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088587,0.0004672859,0.08930688,0.00004919038,0.0007720779,0.0001698848,0.000223086,0.000002275122,0.0001506437],"genre_scores_gemma":[0.9991423,0.00001622152,0.000629927,0.000008428275,0.0001490444,0.00002393711,0.0000130204,0.000007034592,0.00001012533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005359,"threshold_uncertainty_score":0.2114024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162946330517016,"score_gpt":0.2249622458515769,"score_spread":0.2133327825464067,"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."}}