{"id":"W3184420605","doi":"10.1039/d1nr03335b","title":"Unveiling the role of surface, size, shape and defects of iron oxide nanoparticles for theranostic applications","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Social Fund; Interreg; Horizon 2020 Framework Programme; Conseil Régional d'Alsace; Ministerio de Ciencia e Innovación; Universidad de Zaragoza; Université de Strasbourg; Institut National Du Cancer; Ministerio de Economía y Competitividad; Fédération Wallonie-Bruxelles; Waalse Gewest; Comunidad de Madrid; Agence Nationale de la Recherche; Division of Civil, Mechanical and Manufacturing Innovation; European Regional Development Fund; LabEx Chimie des Systèmes Complexes; European Commission; Fonds De La Recherche Scientifique - FNRS; China Scholarship Council","keywords":"Nanoparticle; Materials science; Nanotechnology; Coating; Dendrimer; Iron oxide nanoparticles; Oxide; Iron oxide; Chemical engineering; Metallurgy; Polymer chemistry","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":[0.00009819588,0.00007721401,0.0001323578,0.000005532368,0.00008943208,0.000008375434,0.0001064721,0.00005820106,0.00007129217],"category_scores_gemma":[0.0001109309,0.00006314995,0.00005804083,0.0001520152,0.0001051459,0.00002560902,0.0000354552,0.00004462753,0.000003748715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007555314,"about_ca_system_score_gemma":0.00003370971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002662541,"about_ca_topic_score_gemma":0.00002816078,"domain_scores_codex":[0.999404,0.00002591384,0.0002026769,0.0001630759,0.00007849716,0.0001257983],"domain_scores_gemma":[0.9987093,0.0008047887,0.00008616182,0.0002764968,0.00008917893,0.0000341308],"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":[0.00001393999,0.00007587771,0.0007556235,0.00006269883,0.00001037295,7.766817e-8,0.00008221918,0.0003553851,0.9859251,0.01078399,0.00003647298,0.00189818],"study_design_scores_gemma":[0.0002339695,0.00001083456,0.001351278,0.00001383839,0.00003950667,0.000002051838,0.0002678728,0.0005043924,0.9804001,0.004352557,0.01275888,0.00006470437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955583,0.001644812,0.0001045305,0.0001411477,0.000008104755,0.0002063657,0.00003295587,0.00001897137,0.002284774],"genre_scores_gemma":[0.9981816,0.00003788224,0.001047155,0.00003976258,0.00002161155,0.000108977,0.00001186835,0.00001302354,0.0005381105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272241,"threshold_uncertainty_score":0.257518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007830242972256773,"score_gpt":0.2283404417126199,"score_spread":0.2205101987403631,"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."}}