{"id":"W4388581435","doi":"10.1016/j.bioactmat.2023.10.031","title":"Biomaterial scaffolds in maxillofacial bone tissue engineering: A review of recent advances","year":2023,"lang":"en","type":"review","venue":"Bioactive Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Biomaterial; Regeneration (biology); Scaffold; Tissue engineering; Biomedical engineering; Dentistry; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.0009021641,0.00113979,0.005121635,0.0008333498,0.00002108911,0.00007777774,0.0005395823,0.0006200593,0.001210494],"category_scores_gemma":[0.0002153694,0.001089809,0.0002503385,0.001106843,0.00006933395,0.0002379036,0.0001926992,0.0001307934,0.0005256825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475561,"about_ca_system_score_gemma":0.0001061502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003191001,"about_ca_topic_score_gemma":0.000002538286,"domain_scores_codex":[0.9955282,0.0001704903,0.00248733,0.000636519,0.0004060946,0.0007713608],"domain_scores_gemma":[0.9984635,0.00009126397,0.0005167505,0.0007123537,0.00007863875,0.0001375569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001870834,0.00004713802,5.519798e-8,0.6327016,0.00032392,0.0001280806,0.00004141134,0.00005139575,0.03399896,0.0001030581,0.0003661339,0.3322196],"study_design_scores_gemma":[0.0001982921,0.00004814559,0.000002256925,0.1012244,0.0002834149,0.00003926969,0.000002431199,0.00000177092,0.03138131,0.000008575963,0.8659509,0.0008591616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000143554,0.9875759,0.00002695127,0.000008522336,0.007075774,0.002220715,0.00190707,0.0009139016,0.0001276375],"genre_scores_gemma":[0.00001408199,0.9972195,0.0004075117,0.000004252918,0.0004565186,0.000833109,0.0005572343,0.0004587424,0.00004907339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8655848,"threshold_uncertainty_score":0.9997025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428511632844627,"score_gpt":0.3153840150956505,"score_spread":0.2725328518111878,"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."}}