{"id":"W4380537396","doi":"10.1021/acsabm.3c00108","title":"The Diamond Concept Enigma: Recent Trends of Its Implementation in Cross-linked Chitosan-Based Scaffolds for Bone Tissue Engineering","year":2023,"lang":"en","type":"review","venue":"ACS Applied Bio Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Shriners Hospitals for Children - Canada","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Tissue engineering; Scaffold; Chitosan; Biomedical engineering; Nanotechnology; Bone tissue; Scope (computer science); Diamond; Materials science; Computer science; Biochemical engineering; Engineering; Composite material","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"],"consensus_categories":[],"category_scores_codex":[0.0008771441,0.0008416254,0.002318541,0.0005056183,0.00007903388,0.0002568236,0.0005559067,0.0005606608,0.0001273259],"category_scores_gemma":[0.00005485147,0.0007208392,0.0001523905,0.000775755,0.00005325741,0.00007410713,0.0001034247,0.0001302747,0.0000398768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089429,"about_ca_system_score_gemma":0.00007760926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001604356,"about_ca_topic_score_gemma":0.00001330423,"domain_scores_codex":[0.9961085,0.00005937436,0.002190899,0.0005178211,0.0003069517,0.0008164574],"domain_scores_gemma":[0.998296,0.0004639354,0.0004715548,0.0006334207,0.00004235801,0.00009273856],"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":[0.00004072948,0.0000330321,2.049947e-7,0.0347953,0.0003693325,0.000009206438,0.0001726999,0.006146826,0.5585343,0.0009239307,0.0007305179,0.3982439],"study_design_scores_gemma":[0.0008979352,0.00004691233,0.00002481206,0.001830971,0.0002371131,0.000002718581,0.000009936198,0.00004128643,0.5869546,0.00001347233,0.4091631,0.0007772202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01215815,0.9731406,0.0001858788,0.00002328722,0.004742145,0.004905244,0.00371509,0.001083339,0.0000462807],"genre_scores_gemma":[0.02010608,0.9708745,0.000468541,0.000004268835,0.0007475359,0.004533994,0.002590558,0.0005942291,0.00008030549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4084325,"threshold_uncertainty_score":0.9995243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308082035160176,"score_gpt":0.3273676212538603,"score_spread":0.2965594177378427,"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."}}