{"id":"W2921436460","doi":"10.3390/coatings9030186","title":"Fibre Laser Treatment of Beta TNZT Titanium Alloys for Load-Bearing Implant Applications: Effects of Surface Physical and Chemical Features on Mesenchymal Stem Cell Response and Staphylococcus aureus Bacterial Attachment","year":2019,"lang":"en","type":"article","venue":"Coatings","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Queen's University Belfast; Queen's University; British Heart Foundation","keywords":"Biocompatibility; Osseointegration; Materials science; Titanium; Microstructure; Contact angle; Surface roughness; Implant; X-ray photoelectron spectroscopy; Elastic modulus; Biomedical engineering; Composite material; Adhesion; Surface modification; Chemistry; Chemical engineering; Metallurgy; Surgery; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001205356,0.0002062756,0.0003887878,0.00003026575,0.00001788519,0.0000214738,0.00006734104,0.00008419263,0.000002894076],"category_scores_gemma":[0.000007958545,0.0001874583,0.00004588219,0.00004332157,0.00002746351,0.00004290331,0.00003632462,0.00004861243,0.000002810968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008015692,"about_ca_system_score_gemma":0.00001507107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001128726,"about_ca_topic_score_gemma":4.767916e-7,"domain_scores_codex":[0.9992349,0.00002889095,0.0002009083,0.000219529,0.0001264653,0.0001893454],"domain_scores_gemma":[0.9991421,0.0004804239,0.0000675924,0.0002179736,0.00002896445,0.00006297437],"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":[0.0002855702,0.0000617098,0.00008834399,0.0009951908,0.00003717449,0.000001205219,0.0006912029,0.001284571,0.995939,0.00003566473,0.00009017631,0.0004901711],"study_design_scores_gemma":[0.001241052,0.0006025718,0.001984606,0.0001123019,0.00003842674,0.00000208103,0.00002962332,0.000567476,0.9946242,0.000006326208,0.00062836,0.0001629854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982389,0.0001907704,0.0001750657,0.00001373798,0.0001149217,0.001067326,0.0001015733,0.00007002944,0.00002762782],"genre_scores_gemma":[0.9985776,0.00001224571,0.001073467,0.000001838509,0.00007362891,0.00009456692,0.00001567058,0.0000390878,0.0001118704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001896262,"threshold_uncertainty_score":0.7644327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005351319132516781,"score_gpt":0.2178316231938889,"score_spread":0.2124803040613721,"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."}}