{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005535799,0.00009057951,0.0002104994,0.00007188746,0.00005526297,0.00001482035,0.0000675438,0.0000368103,0.000002790867],"category_scores_gemma":[0.00009685397,0.0000744762,0.00001779232,0.0001045818,0.00001959195,0.0000352122,0.00001576339,0.00003854557,0.000001376294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003503087,"about_ca_system_score_gemma":0.00005291919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004681851,"about_ca_topic_score_gemma":0.00001113211,"domain_scores_codex":[0.9993747,0.0000321903,0.0002970395,0.0001028595,0.00004571827,0.0001474716],"domain_scores_gemma":[0.9992433,0.0004996747,0.00002940752,0.0001740428,0.00002882043,0.00002481231],"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":[0.00127364,0.0001001238,0.0000253428,0.0005246908,0.0002915607,0.000004825888,0.003015059,0.3794591,0.5190423,0.005006112,0.0006770144,0.09058028],"study_design_scores_gemma":[0.00878727,0.0001148689,0.002097116,0.0001776458,0.00006712005,0.000005017211,0.0005717111,0.3798649,0.5754923,0.004433729,0.0278723,0.000516063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6545268,0.001492208,0.3414079,0.00003187102,0.00006720937,0.002160914,0.00001183374,0.0002137376,0.0000875132],"genre_scores_gemma":[0.9186561,0.00002383333,0.0791933,0.0000100685,0.00001183473,0.001844197,0.000005795876,0.00002347925,0.0002314132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641293,"threshold_uncertainty_score":0.3037051,"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."}}