{"id":"W4323353445","doi":"10.1021/acsabm.2c00988","title":"Functionalization of 3D Printed Scaffolds Using Polydopamine and Silver Nanoparticles for Bone-Interfacing Applications","year":2023,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University","funders":"Stiftelsen Blanceflor Boncompagni Ludovisi, född Bildt; Mitacs; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Coating; Materials science; Osseointegration; Silver nanoparticle; Surface modification; Nanotechnology; Interfacing; Anti-reflective coating; Nanoparticle; Chemical engineering; Implant; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001370701,0.0005689901,0.0001902665,0.0002934067,0.0001083838,0.000361349,0.0002425497,0.0006234751,0.0005497891],"category_scores_gemma":[0.000248433,0.0002215306,0.0003807498,0.0001458902,0.0001781685,0.0001924461,0.00016974,0.0003281031,0.0003336663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542416,"about_ca_system_score_gemma":0.0001360756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002532546,"about_ca_topic_score_gemma":0.0006206778,"domain_scores_codex":[0.9998719,0.00001132061,0.00001160037,0.00003240423,0.00004690668,0.00002593963],"domain_scores_gemma":[0.9998312,0.00004961602,0.00005153074,0.00002046556,0.00002909957,0.00001810822],"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":[0.00001164775,0.000008357044,0.00003616554,0.00002524521,0.000002829791,0.00005120663,0.000008525684,0.000140221,0.99856,0.00002305059,0.000009878325,0.001122878],"study_design_scores_gemma":[0.000002377508,0.00008793081,0.0007430183,0.000002506081,0.000008216922,0.0001095805,0.000009166855,0.001172952,0.9973194,0.00001778101,0.0005221431,0.000004901749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759238,0.0009588852,0.02046971,0.00005458478,0.00006860033,0.00004818459,0.0001747473,0.0002687825,0.002032565],"genre_scores_gemma":[0.9792497,0.0004926864,0.01857589,0.00005756897,0.00001093216,0.00005497347,0.0001416438,0.00003795965,0.00137865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006234751,"threshold_uncertainty_score":0.001839221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732315997202638,"score_gpt":0.2334234519456507,"score_spread":0.2161002919736243,"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."}}