{"id":"W2090772513","doi":"10.1021/ar3000585","title":"Quantum Dot Cytotoxicity and Ways To Reduce It","year":2012,"lang":"en","type":"article","venue":"Accounts of Chemical Research","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":323,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Quantum dot; Nanotechnology; Nanotoxicology; Nanomedicine; Photobleaching; Nanoparticle; Materials science; Medicine; Chemistry; Physics; Fluorescence","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001644538,0.00008657237,0.0001673227,0.00009179753,0.00007367015,0.00005142444,0.0003729988,0.00008437181,0.0004694767],"category_scores_gemma":[0.0008977848,0.00007459529,0.00002767036,0.0003300987,0.0002874443,0.0001856829,0.0003859341,0.0002001019,0.0004071806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000619656,"about_ca_system_score_gemma":0.00005987526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355315,"about_ca_topic_score_gemma":0.000003120351,"domain_scores_codex":[0.9982338,0.00003222068,0.0002221396,0.0002538461,0.0007006753,0.0005573508],"domain_scores_gemma":[0.9986281,0.000379272,0.00003399986,0.0003992199,0.000227722,0.0003316635],"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":[0.00004809806,0.0001040199,0.0001645396,0.00002115896,0.000001841908,2.29201e-7,0.0002392001,7.561012e-8,0.9663718,0.02360335,0.009225569,0.000220061],"study_design_scores_gemma":[0.0001281751,0.00002343631,0.001038457,0.00001917876,0.000002658732,0.00000361127,0.00009190859,0.00002301063,0.9893653,0.001774338,0.007441781,0.00008815352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99369,0.0001008135,0.00003550631,0.001896825,0.00004534613,0.000248794,0.00002796604,0.00002179946,0.003933007],"genre_scores_gemma":[0.9989926,0.00002403892,0.0005081351,0.0001753007,0.0001614263,0.00006745556,0.000002770168,0.00001206994,0.00005618222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299343,"threshold_uncertainty_score":0.5233618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253983717144173,"score_gpt":0.4104116903622222,"score_spread":0.285013318647805,"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."}}