{"id":"W2034881543","doi":"10.1039/c2nr31185b","title":"Cell “vision”: complementary factor of protein corona in nanotoxicology","year":2012,"lang":"en","type":"article","venue":"Nanoscale","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nanotechnology; Nanoparticle; Nanotoxicology; Cell; Nanomedicine; Drug delivery; Living systems; Computer science; Materials science; Chemistry; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003656498,0.0001335166,0.0002534816,0.00009416251,0.0000452128,0.00001012826,0.0002512122,0.00008185369,0.002868208],"category_scores_gemma":[0.00002911933,0.0001236371,0.00004654349,0.0001723477,0.000128824,0.000280868,0.0001427659,0.00008671577,0.0004466612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337578,"about_ca_system_score_gemma":0.00005642983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677096,"about_ca_topic_score_gemma":0.00006804102,"domain_scores_codex":[0.9983844,0.0001855137,0.0004156554,0.0002206163,0.0002764027,0.0005174299],"domain_scores_gemma":[0.9993013,0.0001055052,0.0001357193,0.0002961296,0.00004075606,0.0001205898],"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":[0.00006528769,0.0006486861,0.0266114,0.00003649673,0.000001308523,0.000003134718,0.0002980954,0.000004725566,0.9710817,0.0001393837,0.000748377,0.0003614199],"study_design_scores_gemma":[0.000901437,0.0001978293,0.02280578,0.00002278953,0.000004691005,0.000001493661,0.0000836222,0.00002346808,0.9731141,0.00005210277,0.002658949,0.0001337721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998023,0.000270898,0.00003011138,0.0001408576,0.0003911016,0.0005250677,0.00009151184,0.0000366431,0.0004908044],"genre_scores_gemma":[0.9977131,0.000001974677,0.0016639,0.0001437872,0.00005066691,0.00004794784,0.000007313006,0.00001605496,0.0003551868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003805615,"threshold_uncertainty_score":0.9980433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017898197637917,"score_gpt":0.2688126759947376,"score_spread":0.2486336940183584,"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."}}