{"id":"W4417033973","doi":"10.15173/m.v1i48.4037","title":"Biomaterial Applications for Stem Cell-Derived Exosome Therapy","year":2025,"lang":"","type":"article","venue":"The Meducator","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exosome; Microvesicles; Biomaterial; Regeneration (biology); Drug delivery; Tissue engineering; Extracellular vesicles","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005314185,0.0004664212,0.0002156605,0.0004738778,0.0002607639,0.000869372,0.0002093257,0.0008739912,0.00414251],"category_scores_gemma":[0.0003686207,0.0001430733,0.0003811144,0.000198819,0.0003376754,0.00073262,0.0004987452,0.0004539021,0.001632511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303458,"about_ca_system_score_gemma":0.0003872256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308308,"about_ca_topic_score_gemma":0.0002531455,"domain_scores_codex":[0.9998556,0.00003021527,0.00001293134,0.00002350626,0.00005845781,0.00001939823],"domain_scores_gemma":[0.9998727,0.0000400482,0.00002716239,0.00001086719,0.00003018163,0.000019028],"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":[0.00007434398,0.0000412617,0.0001833078,0.0006050386,0.0000131114,0.000351182,0.00004836645,0.0005921369,0.9628621,0.005804979,0.0009256001,0.02849856],"study_design_scores_gemma":[0.00002502448,0.0002555848,0.0005948689,0.000130598,0.00003514541,0.0009673344,0.00007727955,0.002119319,0.885996,0.002530506,0.1072472,0.00002119344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4633134,0.170672,0.2716222,0.008173955,0.002991088,0.001015666,0.001154339,0.002306169,0.07875119],"genre_scores_gemma":[0.8611019,0.04543837,0.07194199,0.001326528,0.0002079875,0.0003415896,0.0004268289,0.000156416,0.01905838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414251,"threshold_uncertainty_score":0.01385814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136950004538457,"score_gpt":0.2792852701072254,"score_spread":0.2679157700618409,"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."}}