{"id":"W1969165478","doi":"10.1371/journal.pone.0122065","title":"Characterization of Dedifferentiating Human Mature Adipocytes from the Visceral and Subcutaneous Fat Compartments: Fibroblast-Activation Protein Alpha and Dipeptidyl Peptidase 4 as Major Components of Matrix Remodeling","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Adipose tissue; Adipocyte; Cell biology; Biology; Fibroblast activation protein, alpha; Adipogenesis; Cellular differentiation; Fibroblast; Internal medicine; Endocrinology; Cell culture; Medicine; 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":[0.0001719933,0.0001801132,0.0001493826,0.0001862121,0.0000890625,0.0001724056,0.00005705604,0.0001114269,0.0004851558],"category_scores_gemma":[0.0001059479,0.00009926019,0.0001946347,0.0001650187,0.00008827059,0.00008949311,0.0001259718,0.0002479704,0.0002112322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004281993,"about_ca_system_score_gemma":0.0001164762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002228619,"about_ca_topic_score_gemma":0.0003528592,"domain_scores_codex":[0.9999551,0.000006074164,0.000006522272,0.00001099002,0.00001457726,0.000006732264],"domain_scores_gemma":[0.999935,0.00001661166,0.000009243367,0.00001088132,0.00001241155,0.00001573955],"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":[0.0001413207,0.00001401307,0.001389783,0.00001677416,0.000002432181,0.00008968016,0.00002138582,0.00001846202,0.9970343,0.00002390423,0.000005845237,0.001242121],"study_design_scores_gemma":[0.0000497182,0.001386564,0.1190796,0.00001438169,0.00005450019,0.002446322,0.0002024422,0.001047832,0.871923,0.00008195676,0.003704423,0.000009324613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937238,0.001693239,0.003627858,0.00002239825,0.00001201439,0.0000552618,0.0003228498,0.000009982729,0.0005326855],"genre_scores_gemma":[0.9881171,0.001246744,0.00740057,0.00004813548,0.00001264679,0.00008356851,0.001466422,0.00001022098,0.001614741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004851558,"threshold_uncertainty_score":0.001622975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636318953047896,"score_gpt":0.2528915189722868,"score_spread":0.2065283294418079,"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."}}