{"id":"W4408280255","doi":"10.1021/acsnano.4c10525","title":"Interfacing with the Brain: How Nanotechnology Can Contribute","year":2025,"lang":"en","type":"review","venue":"ACS Nano","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Advanced Science Institute; California NanoSystems Institute; U.S. Naval Research Laboratory; National Institute of Neurological Disorders and Stroke; National Institute on Drug Abuse; National Institute of Mental Health; Agencia Estatal de Investigación; Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences; Agence Nationale de la Recherche; Leibniz-Gemeinschaft; Deutsches Elektronen-Synchrotron; Jiangsu National Synergistic Innovation Center for Advanced Materials; Horizon 2020 Framework Programme; National Center for Complementary and Integrative Health; University of California, Davis; University of California, Los Angeles; National Institutes of Health; Scuola Internazionale Superiore di Studi Avanzati; Institute for Basic Science; Universität Duisburg-Essen; Junta de Andalucía; Nanjing University; Universität Hamburg; Pasteur Institute of Iran; Fundacja na rzecz Nauki Polskiej; American Society for Engineering Education; Bundesministerium für Bildung und Forschung; China Scholarship Council; Consejería de Conocimiento, Investigación y Universidad, Junta de Andalucía; Universitat Rovira i Virgili; Fraunhofer-Gesellschaft; National Science Foundation; Bundesanstalt für Materialforschung und -Prüfung; Eidgenössische Technische Hochschule Zürich; Yonsei University; Consejo Nacional de Ciencia y Tecnología; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas; University of Chinese Academy of Sciences; Carl-Zeiss-Stiftung; Hangzhou Normal University; Division of Materials Research; European Regional Development Fund; Centre National de la Recherche Scientifique; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles; Australian Government; European Commission; Instituto de Salud Carlos III; Nanyang Technological University; Science and Engineering Research Board; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Office of Naval Research; Department of Biotechnology, Ministry of Science and Technology, India; National Institute on Aging; Alexander von Humboldt-Stiftung; Helmholtz-Zentrum Dresden-Rossendorf; Nanjing University of Posts and Telecommunications; Deutscher Akademischer Austauschdienst; Indian Institute of Technology Kharagpur","keywords":"Interfacing; Nanotechnology; Applications of nanotechnology; Materials science; Neuroscience; Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003619872,0.0009178415,0.001040397,0.002901255,0.00199373,0.008742872,0.00184149,0.006705146,0.006071631],"category_scores_gemma":[0.006939088,0.0004234423,0.0007013635,0.001810505,0.01027588,0.01678924,0.004076249,0.005420816,0.001796876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599383,"about_ca_system_score_gemma":0.003318825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725395,"about_ca_topic_score_gemma":0.002404208,"domain_scores_codex":[0.9980158,0.0008162545,0.0001069269,0.0002452538,0.0006103701,0.0002053872],"domain_scores_gemma":[0.9948936,0.003887081,0.0001721973,0.0002562434,0.0005860577,0.0002049629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002720349,0.00004673536,0.0004727677,0.00173431,0.00003610237,0.0004275867,0.001659569,0.0007195151,0.0008665273,0.8507537,0.03374853,0.1095075],"study_design_scores_gemma":[0.000005111021,0.00004014284,0.0002232568,0.00195148,0.00001923077,0.0005264179,0.00128124,0.000417266,0.000494709,0.4311324,0.5638785,0.00003025653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002477448,0.7673603,0.01542511,0.1077968,0.008234772,0.00004750745,0.00006502956,0.0001569868,0.09843602],"genre_scores_gemma":[0.07224668,0.8521342,0.01702913,0.03218198,0.008346185,0.0001942088,0.0000764474,0.0001665472,0.01762474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008742872,"threshold_uncertainty_score":0.02031159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463643245449301,"score_gpt":0.2842754248904772,"score_spread":0.2496389924359842,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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