{"id":"W4310876000","doi":"10.1039/d2ma00797e","title":"COVID-19 mitigation: nanotechnological intervention, perspective, and future scope","year":2022,"lang":"en","type":"article","venue":"Materials Advances","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Calcutta; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Coronavirus disease 2019 (COVID-19); Globe; Scope (computer science); 2019-20 coronavirus outbreak; Perspective (graphical); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Intervention (counseling); Intensive care medicine; Medicine; Development economics; Political science; Environmental health; Virology; Economics; Psychiatry; Computer science; Pathology; Disease; Outbreak","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":[0.002549623,0.000975566,0.0008060725,0.0007465076,0.0005989859,0.00303953,0.001669172,0.003222564,0.01391825],"category_scores_gemma":[0.002283894,0.0002346628,0.0007213709,0.0004784601,0.001565781,0.003205514,0.001465341,0.002498297,0.0022828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184682,"about_ca_system_score_gemma":0.006044186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735054,"about_ca_topic_score_gemma":0.00421494,"domain_scores_codex":[0.9992245,0.0002074924,0.00003163644,0.0001175737,0.0002167162,0.0002020075],"domain_scores_gemma":[0.998421,0.0005712302,0.0001539474,0.00007634729,0.000552143,0.0002253936],"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":[0.0008844439,0.000676337,0.002729526,0.01128206,0.0002710146,0.0006666752,0.000306858,0.007252039,0.03839736,0.1213135,0.1324188,0.6838014],"study_design_scores_gemma":[0.0001045454,0.002055185,0.002146841,0.006755787,0.0002159451,0.0009489994,0.00193219,0.004839832,0.01948838,0.1137573,0.8476486,0.000106391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01441082,0.7770409,0.02130111,0.134364,0.007553672,0.0002500105,0.0007939387,0.0004663797,0.0438192],"genre_scores_gemma":[0.135474,0.7944787,0.02407779,0.02564201,0.004266753,0.000415115,0.0006786206,0.00009102184,0.01487597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01391825,"threshold_uncertainty_score":0.04656118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078964802392641,"score_gpt":0.3272999116329056,"score_spread":0.3065102636089791,"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."}}