{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044903,0.0005941879,0.0008647339,0.001590453,0.0005102037,0.002131495,0.0007738615,0.001647058,0.004420793],"category_scores_gemma":[0.001474255,0.0001877385,0.0004746887,0.001581948,0.00119951,0.003813969,0.0008957573,0.003338112,0.002546944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570594,"about_ca_system_score_gemma":0.00161796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425056,"about_ca_topic_score_gemma":0.002252002,"domain_scores_codex":[0.9995854,0.00008277327,0.00003856678,0.00006327694,0.0001922366,0.00003764243],"domain_scores_gemma":[0.9992828,0.0003713152,0.00005468055,0.00002850775,0.0002067412,0.00005596707],"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":[0.0001222026,0.00007180915,0.0001674887,0.01897454,0.00006005467,0.0003285727,0.0003410343,0.0001894019,0.00556724,0.02277772,0.1174611,0.8339389],"study_design_scores_gemma":[0.000005876801,0.00005318483,0.0002004141,0.002717674,0.00002891019,0.0005350304,0.000112454,0.00002834642,0.0004118466,0.003720868,0.992173,0.0000124453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001186442,0.9945591,0.0001778025,0.002033276,0.001517897,0.000002475999,0.0000157357,0.000009447096,0.001565581],"genre_scores_gemma":[0.001067806,0.9943189,0.000255801,0.001543747,0.001119578,0.000004376096,0.00002886128,0.000004134977,0.001656741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004420793,"threshold_uncertainty_score":0.01478899,"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."}}