{"id":"W4387186608","doi":"10.3390/ma16196483","title":"Fe3O4 Magnetic Nanoparticles Obtained by the Novel Aerosol-Based Technique for Theranostic Applications","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Narodowe Centrum Nauki","keywords":"Materials science; Nanoparticle; Aerosol; Magnetite; Dispersion (optics); Nanotechnology; Magnetic nanoparticles; Magnetic hyperthermia; Agglomerate; Dispersion stability; Chemical engineering; Chemistry; Composite material; Optics; Metallurgy; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034539,0.0003181909,0.0002470286,0.0002895645,0.0001627665,0.0001676978,0.0002492121,0.0004260367,0.001167862],"category_scores_gemma":[0.0001433413,0.0001382727,0.0002912912,0.000110997,0.0001631413,0.000242267,0.0002387683,0.0004071458,0.0004795365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733589,"about_ca_system_score_gemma":0.0001529639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001887841,"about_ca_topic_score_gemma":0.000471211,"domain_scores_codex":[0.9998902,0.00001374611,0.000008735925,0.000028048,0.0000449183,0.0000143913],"domain_scores_gemma":[0.9999471,0.000009900343,0.00001299648,0.00000657202,0.00001796529,0.0000054867],"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":[0.000009803774,0.000007580945,0.00003068202,0.00002806546,0.000002269733,0.00003373655,0.000005118847,0.00003467731,0.9977819,0.00005388823,0.00002434,0.001987898],"study_design_scores_gemma":[0.000006552034,0.00006793331,0.0003359785,0.000002954887,0.000008182736,0.0002303748,0.000004793128,0.0008570591,0.9962153,0.00004179901,0.002225323,0.000003758891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839264,0.003808768,0.1467247,0.0004426059,0.0002476738,0.0002767784,0.0002486986,0.0006635379,0.008323226],"genre_scores_gemma":[0.9067092,0.001509515,0.08619016,0.0001613867,0.00005658649,0.0001184368,0.0001952749,0.0001030853,0.004956257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167862,"threshold_uncertainty_score":0.003906906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783672806670772,"score_gpt":0.2534669117775898,"score_spread":0.2356301837108821,"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."}}