{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197888,0.0002380448,0.0001731871,0.0001635673,0.0001080198,0.0001797938,0.0001389024,0.0002903712,0.0009168063],"category_scores_gemma":[0.0001489542,0.0001659663,0.0002174694,0.0001210749,0.0001026215,0.00012888,0.00009923871,0.0001580285,0.0002134526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726111,"about_ca_system_score_gemma":0.0001253057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137142,"about_ca_topic_score_gemma":0.002559243,"domain_scores_codex":[0.9999137,0.000009708807,0.000006223397,0.00001561476,0.00002956548,0.00002516955],"domain_scores_gemma":[0.9999292,0.00002061006,0.00002087511,0.000005056008,0.00001548186,0.000008791401],"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":[0.00004981797,0.000006998755,0.00007819706,0.00001420446,0.000001265465,0.00001417907,0.00001268027,0.00003145653,0.9991682,0.000005146213,0.000006904141,0.0006110515],"study_design_scores_gemma":[0.000003561653,0.0002063347,0.003357007,0.000002194087,0.000009058056,0.00005593782,0.00002955897,0.000460438,0.9954219,0.000005913479,0.0004452846,0.000002802821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981667,0.0007421416,0.0005241793,0.00001448939,0.00001202072,0.00001023934,0.00003292564,0.00001023329,0.0004870069],"genre_scores_gemma":[0.9968856,0.0005898057,0.0008354417,0.0000139677,0.000005825601,0.00001496564,0.00005325851,0.00001129621,0.001589861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00137142,"threshold_uncertainty_score":0.003067017,"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."}}