{"id":"W4399654834","doi":"10.1016/j.heliyon.2024.e32863","title":"Impacts of designed vanillic acid-polymer-magnetic iron oxide nanocomposite on breast cancer cells","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Thoracic Society","keywords":"Nanocomposite; Nanocarriers; Superparamagnetism; Chitosan; Materials science; Iron oxide nanoparticles; Iron oxide; Nanotechnology; Polymer; Chemistry; Chemical engineering; Nanoparticle; Nuclear chemistry; Biomedical engineering; Composite material; Medicine; Biochemistry; Metallurgy; Magnetization","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000766716,0.0001561791,0.0001239627,0.00009594766,0.0000778075,0.000173591,0.0001160469,0.0001742679,0.0004408716],"category_scores_gemma":[0.00009058246,0.0000846124,0.00009195592,0.00006300788,0.00008862712,0.0001169578,0.00008850567,0.0001350559,0.0001009093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596376,"about_ca_system_score_gemma":0.0001136383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096642,"about_ca_topic_score_gemma":0.001276875,"domain_scores_codex":[0.9999523,0.00000708352,0.000003151382,0.00001099448,0.00001335587,0.00001310289],"domain_scores_gemma":[0.9999691,0.000007726892,0.000008404357,0.000001895956,0.000007017718,0.000005718639],"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":[0.00005388884,0.00001201463,0.0001009258,0.00002541458,0.000001939357,0.00002248005,0.00001014675,0.0001196141,0.9987291,0.00003846743,0.00001245667,0.0008735501],"study_design_scores_gemma":[0.00000366584,0.0001134688,0.000875695,0.000002226415,0.000006525688,0.00002774387,0.00001414544,0.0007256962,0.9974692,0.000008181183,0.0007517474,0.000001624313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975445,0.0006003773,0.0007466681,0.00002921619,0.00001057855,0.000009280217,0.00004734777,0.00002168002,0.000990286],"genre_scores_gemma":[0.9976985,0.0003086985,0.000799827,0.0000145966,0.000002154293,0.00001262609,0.00006057628,0.000004395679,0.001098765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00096642,"threshold_uncertainty_score":0.001921594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548605022671715,"score_gpt":0.417281226425849,"score_spread":0.3617951761991319,"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."}}