{"id":"W4402536161","doi":"10.1016/j.mtbio.2024.101236","title":"Platelet interaction and performance of antibacterial bioinspired nanostructures passivated with human plasma","year":2024,"lang":"en","type":"article","venue":"Materials Today Bio","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; National Research Council Canada","funders":"","keywords":"Osseointegration; Materials science; Nanotechnology; Platelet-rich plasma; Human blood; Plasma; Population; Implant; Titanium; Platelet; Biomedical engineering; Immunology; Medicine; Metallurgy; Surgery","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":[0.0001047772,0.0002551221,0.0003482343,0.0001630871,0.00003922111,0.000188317,0.00008987596,0.0001269549,0.0003168005],"category_scores_gemma":[0.000004942287,0.0002092342,0.00001818484,0.0001236597,0.0000597838,0.000245119,0.00003358525,0.00006990135,0.0000195038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134196,"about_ca_system_score_gemma":0.000009426672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002685218,"about_ca_topic_score_gemma":0.000003434667,"domain_scores_codex":[0.9990616,0.00002125362,0.0003669479,0.0002136619,0.0001116599,0.0002248487],"domain_scores_gemma":[0.9996937,0.00001770653,0.0000458667,0.0001763834,0.00001973261,0.00004660887],"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":[0.0001032336,0.000004943232,0.00006739551,0.0009339005,0.00006965045,0.00001787818,0.0001479736,0.0004081171,0.9970604,0.00008580922,0.0001678495,0.000932849],"study_design_scores_gemma":[0.0003086441,0.000195493,0.004641203,0.0004072615,0.00002376224,0.00007291565,0.000008107487,0.0005640931,0.9916226,0.000007708165,0.001895876,0.0002523756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962496,0.00008074209,0.00001729603,0.00001381299,0.002601709,0.0001886803,0.0001265973,0.0006231997,0.00009838113],"genre_scores_gemma":[0.9991894,0.00005341131,0.0002913249,0.000002177499,0.0002376597,0.00001532228,0.00008997043,0.00007798313,0.00004273664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005437839,"threshold_uncertainty_score":0.8532323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006020766961268189,"score_gpt":0.2000860631619295,"score_spread":0.1940652962006613,"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."}}