{"id":"W4402314417","doi":"10.1016/j.biomaterials.2024.122816","title":"Modulating pro-fibrotic macrophages using yeast beta-glucan microparticles prepared by Pressurized Gas eXpanded liquid (PGX) Technology®","year":2024,"lang":"en","type":"article","venue":"Biomaterials","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"TC Scientific (Canada); McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Macrophage; Macrophage polarization; In vitro; Fibrosis; In vivo; Phenotype; Lung; Materials science; Ex vivo; Human lung; Cancer research; Cell biology; Biology; Gene; Medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002226279,0.0003096901,0.0005419543,0.0002058366,0.0001477767,0.0002208166,0.0001567328,0.0002049786,0.0003032463],"category_scores_gemma":[0.0000624628,0.0002603225,0.0001724646,0.000279398,0.0001879168,0.0001929923,0.0001496916,0.00003595026,0.00006774415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146769,"about_ca_system_score_gemma":0.0001373437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045326,"about_ca_topic_score_gemma":8.181649e-7,"domain_scores_codex":[0.9980146,0.00009592064,0.0005809782,0.0005656718,0.0002469207,0.0004958931],"domain_scores_gemma":[0.9992055,0.0000209482,0.0001154029,0.0003926581,0.00009380121,0.0001716554],"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":[0.002426573,0.0001283069,0.0001101181,0.001027933,0.0001928716,0.0001962965,0.0001589353,0.000002428224,0.9944608,0.00005827397,0.0008027029,0.0004347339],"study_design_scores_gemma":[0.0006346709,0.001183507,0.00007616184,0.001584275,0.0004004811,0.000276483,0.0001178504,0.001537687,0.9924977,0.00009202358,0.001312996,0.000286097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918014,0.004698974,0.00009411246,0.0005117818,0.0007313465,0.0009143559,0.0004902507,0.0006628867,0.00009490165],"genre_scores_gemma":[0.9974409,0.0000389874,0.001456432,0.00004648267,0.0004117854,0.00009392461,0.0001056531,0.0000789195,0.0003269404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005639485,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946086547232779,"score_gpt":0.2956358784672359,"score_spread":0.2761750129949082,"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."}}