{"id":"W4412522342","doi":"10.1016/j.ijpharm.2025.125972","title":"Advanced biomaterials in immune modulation: The future of regenerative therapies","year":2025,"lang":"en","type":"review","venue":"International Journal of Pharmaceutics","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Babol University of Medical Sciences","keywords":"Immune modulation; Regenerative medicine; Immune system; Nanotechnology; Chemistry; Medicine; Biology; Stem cell; Immunology; Materials science; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008675141,0.0001885443,0.0006797386,0.0004812755,0.00001619883,0.00004120302,0.00103672,0.0001402355,0.00008491773],"category_scores_gemma":[0.0001444721,0.0001204526,0.0002605702,0.000330216,0.00008250958,0.00009142685,0.0001125799,0.0004135787,0.000003028993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082294,"about_ca_system_score_gemma":0.0002177222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.250223e-7,"about_ca_topic_score_gemma":9.13667e-7,"domain_scores_codex":[0.9978248,0.0001997355,0.001124751,0.00008305613,0.0006300973,0.0001375237],"domain_scores_gemma":[0.9984798,0.0004984303,0.0004450564,0.0001373213,0.0004049362,0.00003440783],"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":[0.00001704814,0.00002602347,0.000003030343,0.001994751,0.0006517695,0.0000230924,0.0001334353,0.0007394391,0.001896173,0.0002626191,0.0001089301,0.9941437],"study_design_scores_gemma":[0.0004140503,0.00001493972,0.00001727266,0.008584328,0.00008800143,0.00004710781,0.00004605277,0.000695406,0.006346322,0.000222702,0.9834029,0.0001208813],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000356167,0.9940192,0.0003321408,0.0003110839,0.004551142,0.0002027357,0.0000491928,0.00001034782,0.0001680141],"genre_scores_gemma":[0.005502877,0.9928365,0.000699768,0.00001488793,0.0008452549,0.000009681329,0.00001310743,0.00002098248,0.00005696559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940228,"threshold_uncertainty_score":0.4911915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05038339559733795,"score_gpt":0.4323032051017285,"score_spread":0.3819198095043905,"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."}}