{"id":"W4407587402","doi":"10.1016/j.mtla.2025.102371","title":"Effects of hyperglycemia and resveratrol on the processes of implant osseointegration and peri-implant bone remodeling: Revealed by non-linear analysis","year":2025,"lang":"en","type":"article","venue":"Materialia","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Faculty of Dentistry, Chulalongkorn University; Faculty of Dentistry, University of Toronto","keywords":"Osseointegration; Materials science; Implant; Resveratrol; Bone remodeling; Peri; Biomedical engineering; Dentistry; Medicine; Internal medicine; Surgery; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002077066,0.0001755013,0.0004470218,0.0001358254,0.00003471912,0.00004166049,0.00007803588,0.00008103954,0.00001093751],"category_scores_gemma":[0.00008334221,0.0001300498,0.00002941128,0.000240372,0.00003654866,0.00004762075,0.00002839595,0.00005353385,0.000001027652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001732662,"about_ca_system_score_gemma":0.00001254341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135585,"about_ca_topic_score_gemma":0.00001038308,"domain_scores_codex":[0.9991944,0.00003498948,0.0003628602,0.0001635912,0.0001024837,0.0001416701],"domain_scores_gemma":[0.999584,0.00007853619,0.00006871175,0.0001949074,0.00004575181,0.00002811312],"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":[0.0001197284,0.00001233697,0.00007885055,0.001900149,0.0001877926,0.000003304812,0.0002332027,0.001351795,0.9933125,0.0001036269,0.002597436,0.00009930138],"study_design_scores_gemma":[0.0005024231,0.00008608709,0.001447343,0.0003191606,0.0003545816,0.0000100457,0.00002770202,0.01369775,0.9827017,0.00005819817,0.000636962,0.0001579994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966344,0.0004569127,0.001868433,0.00006166317,0.0004923025,0.0002780427,0.000108035,0.00006247128,0.00003777049],"genre_scores_gemma":[0.9991068,0.0001996615,0.0004144841,0.00001287838,0.00003109246,0.00002981291,0.00003133178,0.00002003282,0.0001538581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234596,"threshold_uncertainty_score":0.5303276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004255003866190844,"score_gpt":0.20356000975491,"score_spread":0.1993050058887191,"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."}}