{"id":"W3181350548","doi":"10.3390/nano11071788","title":"Recent Progress in Nanotechnology for COVID-19 Prevention, Diagnostics and Treatment","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Nanotechnology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Risk analysis (engineering); Medicine; Materials science; Infectious disease (medical specialty)","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":[0.0007848903,0.0007025637,0.0007237404,0.001830447,0.0003173753,0.0009602852,0.0004763279,0.001219847,0.003502438],"category_scores_gemma":[0.001018633,0.0002900956,0.0006745115,0.001465738,0.0004124209,0.001412702,0.0006867439,0.001758928,0.001041965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602367,"about_ca_system_score_gemma":0.001348397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027764,"about_ca_topic_score_gemma":0.001477901,"domain_scores_codex":[0.9997113,0.00005507052,0.00003629921,0.0000527884,0.0001116992,0.00003275969],"domain_scores_gemma":[0.9993648,0.0003898898,0.00006036555,0.00001596793,0.0001368131,0.0000322372],"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":[0.00005194503,0.00008466521,0.0002594979,0.03073742,0.00008704492,0.0002338335,0.0001523063,0.0006614388,0.005738304,0.01191725,0.03315378,0.9169226],"study_design_scores_gemma":[0.000005586955,0.00009625112,0.0004049822,0.002836188,0.0000774814,0.000599657,0.00005855355,0.0001349355,0.001264483,0.00254138,0.991964,0.00001645823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002262275,0.9968227,0.0002555036,0.000465262,0.0003196897,0.000005726784,0.00001609286,0.00001040161,0.001878377],"genre_scores_gemma":[0.001147091,0.9975196,0.0002891749,0.0002538476,0.0001888305,0.000007546604,0.00002077553,0.000002028253,0.0005711852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003502438,"threshold_uncertainty_score":0.01171678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160637700459705,"score_gpt":0.4418668754390533,"score_spread":0.2812291749793484,"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."}}