{"id":"W4220798645","doi":"10.1021/acs.langmuir.1c03458","title":"In Vitro Study: Synthesis and Evaluation of Fe<sub>3</sub>O<sub>4</sub>/CQD Magnetic/Fluorescent Nanocomposites for Targeted Drug Delivery, MRI, and Cancer Cell Labeling Applications","year":2022,"lang":"en","type":"article","venue":"Langmuir","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Materials and Energy Research Center","keywords":"Nanocomposite; Superparamagnetism; Nuclear chemistry; Fluorescence; Drug delivery; Viability assay; MTT assay; Doxorubicin; Nanoparticle; Chemistry; Fourier transform infrared spectroscopy; Materials science; In vitro; Nanotechnology; Chemical engineering; Magnetization; Biochemistry; Medicine; Surgery; Chemotherapy","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":[0.0006054452,0.0006688748,0.0006162522,0.0002371371,0.000215998,0.0002296864,0.0002763409,0.0004796979,0.00162531],"category_scores_gemma":[0.0002476916,0.0002266199,0.0004598667,0.0001846079,0.000290308,0.0002900212,0.0001866289,0.0006184457,0.0007221152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662074,"about_ca_system_score_gemma":0.0003270429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182352,"about_ca_topic_score_gemma":0.00199592,"domain_scores_codex":[0.9996798,0.00005715243,0.00003865947,0.00008498439,0.00008267308,0.00005675252],"domain_scores_gemma":[0.9995316,0.000136688,0.00009859119,0.00005416554,0.0001329025,0.00004614473],"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":[0.0001106389,0.00007838788,0.0001341758,0.0001092136,0.000006858352,0.00004729145,0.00002255696,0.00007571703,0.9983953,0.00002022344,0.00003967098,0.0009598927],"study_design_scores_gemma":[0.000010224,0.0009491332,0.001259713,0.000009015487,0.00003204276,0.0001344799,0.00001441366,0.0004036735,0.9954814,0.00001997903,0.001681388,0.000004569846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390337,0.01687255,0.03216492,0.0004536727,0.0004309965,0.000560872,0.001708033,0.0004542076,0.008321011],"genre_scores_gemma":[0.9486145,0.00774837,0.02960118,0.0004228298,0.0001362159,0.0006165744,0.001689254,0.00009836514,0.01107263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162531,"threshold_uncertainty_score":0.005437195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377915437133113,"score_gpt":0.2577431065907962,"score_spread":0.2439639522194651,"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."}}