{"id":"W3127121573","doi":"10.1016/j.sjbs.2021.01.053","title":"Human gingival fibroblasts: Isolation, characterization, and evaluation of CD146 expression","year":2021,"lang":"en","type":"article","venue":"Saudi Journal of Biological Sciences","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Mesenchymal stem cell; CD146; Chondrogenesis; Stem cell; Flow cytometry; Cell biology; Extracellular matrix; Cluster of differentiation; Cellular differentiation; Cell; Biology; Chemistry; Molecular biology; CD34; Biochemistry","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":[0.0003094167,0.0002397033,0.0002325021,0.0004555825,0.0002510084,0.0002421802,0.00008319902,0.0002653707,0.001089017],"category_scores_gemma":[0.0001889801,0.00009960391,0.0001678045,0.0004364831,0.000120896,0.0001170097,0.0001775224,0.0002774698,0.0005581385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007096388,"about_ca_system_score_gemma":0.0002324147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046465,"about_ca_topic_score_gemma":0.001739126,"domain_scores_codex":[0.9997874,0.00002287297,0.00002973827,0.00004257946,0.00009021512,0.00002714324],"domain_scores_gemma":[0.9999295,0.00001090661,0.000010619,0.00001447486,0.00002089129,0.00001359419],"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":[0.00009330689,0.00003966045,0.001378214,0.00005796485,0.000002619446,0.0001399235,0.00006483219,0.00001407117,0.9933037,0.00003239852,0.00003965138,0.004833548],"study_design_scores_gemma":[0.00005287003,0.0006864893,0.06119743,0.000035469,0.00005938059,0.00349049,0.0002634597,0.0007811206,0.9223363,0.0001133458,0.01096335,0.00002031192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755426,0.007059817,0.01153208,0.0001118756,0.00005073612,0.0005790692,0.001134821,0.00007618878,0.003912842],"genre_scores_gemma":[0.9530845,0.004875563,0.03242896,0.0001053858,0.00003153952,0.000613852,0.002525465,0.00002697774,0.006307751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089017,"threshold_uncertainty_score":0.003643095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391602059592937,"score_gpt":0.4013462445109179,"score_spread":0.2621860385516243,"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."}}