{"id":"W2021632712","doi":"10.1016/j.addr.2009.11.015","title":"Nanotechnology diagnostics for infectious diseases prevalent in developing countries","year":2009,"lang":"en","type":"review","venue":"Advanced Drug Delivery Reviews","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Federation of University Women","keywords":"Infectious disease (medical specialty); Pandemic; Risk analysis (engineering); Diagnostic test; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Nanotechnology; Medicine; Computer science; Disease; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509282,0.001346812,0.001573817,0.002827481,0.0002475329,0.0006908321,0.0006954365,0.001125772,0.002865482],"category_scores_gemma":[0.0007614231,0.0003586636,0.0004312147,0.001746283,0.0004814113,0.0011811,0.0006012935,0.001172026,0.002096328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366949,"about_ca_system_score_gemma":0.001235931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008422606,"about_ca_topic_score_gemma":0.002465214,"domain_scores_codex":[0.9997129,0.00003551,0.00003942244,0.00004146159,0.0001457477,0.0000248777],"domain_scores_gemma":[0.9994872,0.000210533,0.00009461418,0.00001333734,0.0001629987,0.00003138559],"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":[0.00003869558,0.00006333592,0.0001042473,0.008108935,0.0000344377,0.0001768823,0.0000328017,0.000156239,0.006778778,0.001012774,0.0140663,0.9694266],"study_design_scores_gemma":[0.00001974724,0.0001961493,0.0008754308,0.002864146,0.0001503413,0.002294424,0.00005689498,0.000152176,0.005242234,0.0007753514,0.9873511,0.00002208235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002498641,0.9963925,0.0009637548,0.0002354066,0.0005171262,0.0000156768,0.00001537514,0.00001820484,0.001592058],"genre_scores_gemma":[0.001078054,0.9946978,0.001274783,0.0002800855,0.0002904935,0.00001655153,0.00002339745,0.000003024512,0.002335709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002865482,"threshold_uncertainty_score":0.009586036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009912767441936,"score_gpt":0.2862668234037243,"score_spread":0.2661676957293049,"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."}}