{"id":"W4210430564","doi":"10.1016/j.bioactmat.2022.01.027","title":"Antibiofilm and immunomodulatory resorbable nanofibrous filing for dental pulp regenerative procedures","year":2022,"lang":"en","type":"article","venue":"Bioactive Materials","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Apoio à Pesquisa do Distrito Federal; University of British Columbia; Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Apoio ao Desenvolvimento do Ensino, Ciência e Tecnologia do Estado de Mato Grosso do Sul; Michael Smith Health Research BC; Universidade de Brasília","keywords":"Nanofiber; Vinyl alcohol; Self-healing hydrogels; Biofilm; Pulp (tooth); Chitosan; Enterococcus faecalis; Chemistry; Dentistry; Biomedical engineering; Materials science; Polymer chemistry; Nanotechnology; Composite material; Polymer; Medicine; Bacteria","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":[0.000211328,0.0001887191,0.0002806479,0.00007623768,0.0006063026,0.000126586,0.0001228238,0.00005180297,0.0002620576],"category_scores_gemma":[0.00004295343,0.0001727995,0.00006210293,0.00007316781,0.00005850153,0.0001122328,0.0001877878,0.00004939392,0.0000105937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520901,"about_ca_system_score_gemma":0.00005994508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991704,"about_ca_topic_score_gemma":0.00004964397,"domain_scores_codex":[0.9987912,0.0001186966,0.0002464475,0.0003858455,0.0001843038,0.0002734746],"domain_scores_gemma":[0.999495,0.00005870641,0.0001704515,0.0001792847,0.00004271555,0.00005379782],"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":[0.0005310312,0.0001132031,0.002146879,0.0000764662,0.0002192113,0.00004972905,0.0002035222,0.000009293753,0.9937488,0.001322356,0.001433532,0.0001459932],"study_design_scores_gemma":[0.001322904,0.000343601,0.0113589,0.00002377231,0.00006763964,0.0001260663,0.0008163241,0.00001586602,0.9822504,0.000348897,0.003070103,0.0002555118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950013,0.0008828446,0.00002639445,0.00001931775,0.001078915,0.0006405743,0.002060785,0.00004333075,0.0002465909],"genre_scores_gemma":[0.9951567,0.0000171666,0.0008314726,0.00004788879,0.0001497717,0.0002005803,0.0002448499,0.00004039384,0.003311154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149836,"threshold_uncertainty_score":0.7046558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192347766753098,"score_gpt":0.2710440715897949,"score_spread":0.2518092949144851,"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."}}