{"id":"W4417199296","doi":"10.3390/gels11120995","title":"The Design and Development of an Injectable Thermoresponsive Hydrogel for Controlled Simvastatin Release in Bone Repair Applications","year":2025,"lang":"en","type":"article","venue":"Gels","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"European Commission; Trinity College Dublin; Royal College of Surgeons in Ireland","keywords":"Simvastatin; Controlled release; Osteoclast; Bone healing; Cancellous bone; Drug delivery; Self-healing hydrogels; Bone formation","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":[0.0002358046,0.0003070684,0.0002048811,0.0002019158,0.0001313883,0.0002029483,0.0002238114,0.0003017744,0.0006926031],"category_scores_gemma":[0.0001178,0.0001927583,0.000345105,0.0001177719,0.0001577106,0.0002283664,0.0001429421,0.0002680166,0.0003444121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325791,"about_ca_system_score_gemma":0.0004595853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000423793,"about_ca_topic_score_gemma":0.0008671973,"domain_scores_codex":[0.999874,0.00001137679,0.0000167376,0.00002488365,0.00005098627,0.00002202336],"domain_scores_gemma":[0.9999259,0.000009804867,0.0000280536,0.000006260296,0.0000161105,0.0000139453],"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":[0.00001667683,0.000008782325,0.00003610119,0.00003663146,0.000001923955,0.00001491628,0.000006390935,0.0001309911,0.9985834,0.00006155867,0.000008161565,0.001094444],"study_design_scores_gemma":[0.000007364943,0.0001431046,0.0003214564,0.000003075935,0.000007758814,0.0000511864,0.000004402109,0.0008446671,0.9971666,0.00001772626,0.001427862,0.000004814751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028635,0.003373352,0.08959534,0.0001879544,0.00007145124,0.0004134256,0.0004670968,0.0002140942,0.002813723],"genre_scores_gemma":[0.9453908,0.002053248,0.04756124,0.00007221224,0.00002353912,0.0002213605,0.0003113519,0.00004300835,0.004323363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006926031,"threshold_uncertainty_score":0.002363741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009196063063911571,"score_gpt":0.2329363749759542,"score_spread":0.2237403119120427,"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."}}