{"id":"W3015101800","doi":"10.1016/j.mattod.2020.03.003","title":"Porous nanocellulose gels and foams: Breakthrough status in the development of scaffolds for tissue engineering","year":2020,"lang":"en","type":"article","venue":"Materials Today","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Horizon 2020; European Research Council; European Commission; Natural Sciences and Engineering Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Nanocellulose; Biocompatibility; Materials science; Bacterial cellulose; Tissue engineering; Nanotechnology; Cellulose; Porosity; Scaffold; Chemical engineering; Biomedical engineering; Composite material; Engineering","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":[0.0007292842,0.0001818454,0.0003700205,0.00004087262,0.00009580355,0.00006244461,0.0002399085,0.00005095415,0.00009462236],"category_scores_gemma":[0.0001998933,0.0001314242,0.00001681195,0.0001270905,0.00008132282,0.0001522502,0.0002011821,0.00002624264,0.00001248092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004249021,"about_ca_system_score_gemma":0.00006661404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007216,"about_ca_topic_score_gemma":0.00001792049,"domain_scores_codex":[0.99838,0.00007293262,0.000488366,0.0003069961,0.0002654422,0.000486257],"domain_scores_gemma":[0.999365,0.0002253859,0.0001120304,0.0001679474,0.00005367141,0.00007595962],"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":[0.00006386731,0.00002607926,0.00002361825,0.0003937513,0.000008016347,0.000007769831,0.006248869,0.00004040052,0.9911051,0.0002303918,0.0001051226,0.001747058],"study_design_scores_gemma":[0.0004512345,0.000107079,0.0004255332,0.0000485365,0.000006432977,0.000002379374,0.0004992211,0.00001418342,0.9876226,0.0001201565,0.01055127,0.000151338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949813,0.0005556223,0.003052016,0.0003600995,0.000158835,0.0007009731,0.00009179801,0.0000401449,0.00005923407],"genre_scores_gemma":[0.9736395,0.00007334832,0.02586945,0.00007145586,0.0001113372,0.0001650835,0.00001321514,0.00002403712,0.00003256395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281744,"threshold_uncertainty_score":0.5359324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872604980465989,"score_gpt":0.2837000108427238,"score_spread":0.254973961038064,"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."}}