{"id":"W4408098214","doi":"10.1016/j.bioactmat.2025.01.035","title":"MXenes as emerging materials to repair electroactive tissues and organs","year":2025,"lang":"en","type":"review","venue":"Bioactive Materials","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"National Society of Collegiate Scholars; H2020 Marie Skłodowska-Curie Actions; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"MXenes; Materials science; Biomedical engineering; Nanotechnology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001680339,0.001527102,0.005068398,0.0008168907,0.0004172003,0.001012244,0.0008174594,0.000735028,0.007565745],"category_scores_gemma":[0.0006996719,0.001254932,0.0003222514,0.0005995607,0.0002029946,0.0004438639,0.001048163,0.000155799,0.002074588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412134,"about_ca_system_score_gemma":0.0007046726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008301891,"about_ca_topic_score_gemma":0.00001435109,"domain_scores_codex":[0.9927734,0.001525178,0.001902553,0.002055114,0.0005176797,0.001226068],"domain_scores_gemma":[0.9967291,0.0004501003,0.001038651,0.001158028,0.0002554513,0.0003686254],"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":[0.0002282225,0.0001143728,2.845073e-7,0.01836762,0.0003782934,0.00008223443,0.0003602931,6.659352e-8,0.9414876,0.002378401,0.002868563,0.03373403],"study_design_scores_gemma":[0.0001689735,0.0001838356,0.00000164559,0.005390087,0.0007725403,0.00005593839,0.00005943008,8.841346e-9,0.5408176,0.0002216748,0.4515174,0.0008109258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03822581,0.9432998,0.00003136505,0.0001225578,0.005967673,0.004954698,0.00449942,0.001021401,0.001877234],"genre_scores_gemma":[0.0007989204,0.9911863,0.0009763329,0.0002819957,0.001293096,0.001388422,0.0004123967,0.0002255828,0.00343694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4486488,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732019623971689,"score_gpt":0.3572714117583858,"score_spread":0.329951215518669,"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."}}