{"id":"W4386482149","doi":"10.1002/smll.202370293","title":"An Overview of Nanoparticle Protein Corona Literature (Small 36/2023)","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nanoparticle; Corona (planetary geology); Nanotechnology; Materials science; Corona discharge; Chemistry; Physics; Physical chemistry; Astrobiology","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":[0.0005939464,0.0006675791,0.0006328018,0.007877246,0.000413961,0.001013664,0.0004660733,0.0009473807,0.007927096],"category_scores_gemma":[0.0008499977,0.0003672591,0.0004797447,0.005950827,0.0002456965,0.001402323,0.0006015117,0.0008471423,0.006301793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007627513,"about_ca_system_score_gemma":0.001122676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478272,"about_ca_topic_score_gemma":0.002856431,"domain_scores_codex":[0.9996966,0.00002888415,0.00003975126,0.00005746958,0.000142557,0.00003466915],"domain_scores_gemma":[0.9993137,0.0002071206,0.00005916684,0.00002384911,0.0003412981,0.0000548669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001414757,0.0001263607,0.0004869527,0.01151009,0.00006850895,0.0002631677,0.00009863614,0.000223366,0.0197314,0.002731358,0.1018758,0.8627428],"study_design_scores_gemma":[0.000004038673,0.000114867,0.001258511,0.00159385,0.00005660351,0.0007143284,0.00003990074,0.00006246853,0.004962125,0.0009587107,0.9902192,0.00001550277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001143354,0.9822522,0.001539924,0.0009224197,0.001590298,0.00002981381,0.0003928205,0.0000941737,0.01203494],"genre_scores_gemma":[0.00326455,0.9843011,0.001969194,0.001040144,0.001156209,0.0000397178,0.0008778724,0.00003529665,0.007315998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007927096,"threshold_uncertainty_score":0.02651876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053830929469055,"score_gpt":0.2823719967572971,"score_spread":0.2318336874626065,"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."}}