{"id":"W4385665868","doi":"10.3390/cells12162021","title":"Hiding in Plain Sight: Human Gingival Fibroblasts as an Essential, Yet Overlooked, Tool in Regenerative Medicine","year":2023,"lang":"en","type":"review","venue":"Cells","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Regenerative medicine; Regeneration (biology); Mesenchymal stem cell; Myofibroblast; Connective tissue; Tissue engineering; Stem cell; Medicine; Progenitor cell; In vitro; Biology; Pathology; Cell biology; Immunology; Fibrosis; Biomedical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003362643,0.0005814589,0.002021916,0.0007786047,0.00009446626,0.00004308076,0.0001790169,0.0003920237,0.0005593067],"category_scores_gemma":[0.0001069074,0.0004517605,0.0002280241,0.0007048962,0.0001018452,0.0001341312,0.00008464967,0.0005022343,0.0004692514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006155758,"about_ca_system_score_gemma":0.0003738006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345659,"about_ca_topic_score_gemma":0.001045913,"domain_scores_codex":[0.9970732,0.0002838544,0.0009893875,0.0007713422,0.0004389889,0.000443174],"domain_scores_gemma":[0.99887,0.0001398264,0.0002716766,0.0004997909,0.00003844905,0.0001803125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000612558,0.005497897,0.0006102363,0.0914067,0.003365962,0.04292357,0.01926581,0.0001583435,0.04078573,0.01838505,0.03360948,0.7433786],"study_design_scores_gemma":[0.008273923,0.001873459,0.0001384296,0.1117196,0.001322603,0.0002545683,0.0004290412,0.0001778425,0.005888667,0.0003081261,0.868026,0.001587705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02839351,0.964399,0.000005427927,0.000106661,0.00075214,0.002362199,0.00005824844,0.0001489329,0.003773871],"genre_scores_gemma":[0.002575261,0.9714224,0.0001095211,0.0001029665,0.0006119374,0.000218044,0.001859264,0.0001625089,0.02293805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8344166,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08239152514187129,"score_gpt":0.4036182176205791,"score_spread":0.3212266924787078,"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."}}