{"id":"W4414358099","doi":"10.1039/d5bm00480b","title":"Modulating oxygen release <i>via</i> manipulated microspheres embedded in thermoresponsive hydrogels for enhanced stem cell survival under hypoxia","year":2025,"lang":"en","type":"article","venue":"Biomaterials Science","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"National Research Foundation of Korea; Korea Institute of Science and Technology","keywords":"Self-healing hydrogels; Mesenchymal stem cell; Hypoxia (environmental); Stem cell; Angiogenesis; Oxygen; Viability assay; Paracrine signalling","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399976,0.0003753676,0.0001433152,0.0001247571,0.0000785967,0.0002592737,0.0001388043,0.0002227538,0.0005937062],"category_scores_gemma":[0.00009903641,0.0001193472,0.0001767104,0.00006906332,0.0001649152,0.0002884458,0.0001397425,0.000183272,0.0001446305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046833,"about_ca_system_score_gemma":0.0001987807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005289352,"about_ca_topic_score_gemma":0.0009315689,"domain_scores_codex":[0.9999474,0.000004874792,0.000004783597,0.00001270161,0.00001261244,0.00001763077],"domain_scores_gemma":[0.9999231,0.00001388416,0.00004187595,0.000004154675,0.000008068572,0.000008952022],"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":[0.0000161621,0.00000688933,0.00004712616,0.0000251327,0.000001099389,0.00001594415,0.000009313728,0.00007644219,0.9991121,0.00004733642,0.000014326,0.0006281457],"study_design_scores_gemma":[0.000004137889,0.00004570873,0.0002549319,0.00000101496,0.000003805203,0.00001905938,0.000004766949,0.0004242977,0.9987745,0.00000875729,0.0004568376,0.000002162277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887755,0.0007976688,0.008911064,0.00009431865,0.00003210445,0.00004278374,0.0002207137,0.0001200204,0.001005965],"genre_scores_gemma":[0.9876297,0.0006249495,0.01066011,0.00004027127,0.00001721429,0.00004518429,0.0001031361,0.00003807193,0.0008413958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005937062,"threshold_uncertainty_score":0.001986086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829247787951194,"score_gpt":0.281684151816809,"score_spread":0.2633916739372971,"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."}}