{"id":"W4283712533","doi":"10.3389/fbioe.2022.962746","title":"Editorial: Detection Nanodevices for Infectious Diseases","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Taipei Veterans General Hospital; Tri-Service General Hospital","keywords":"Virology; Computational biology; Medicine; Biology","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":[0.00689283,0.005344404,0.003558792,0.004228065,0.003290101,0.007499886,0.004142394,0.01626408,0.02723513],"category_scores_gemma":[0.01863778,0.001358153,0.003204262,0.001234998,0.002047057,0.004919963,0.001705053,0.01499232,0.02596096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360358,"about_ca_system_score_gemma":0.002682001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118816,"about_ca_topic_score_gemma":0.003274937,"domain_scores_codex":[0.9939647,0.0007598758,0.0006510729,0.0006841334,0.003543291,0.0003968982],"domain_scores_gemma":[0.9835272,0.004525375,0.001003925,0.0004527902,0.007160476,0.003330234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004684225,0.00001321177,0.00001202136,0.0001445803,0.0000119082,0.00007140186,0.000004588914,0.00002057476,0.0001086246,0.0001707056,0.995043,0.004352442],"study_design_scores_gemma":[0.0000718813,0.00003552608,0.0001352775,0.0001981442,0.00003117025,0.0001669804,0.00001451896,0.0001221946,0.0002438031,0.0006638484,0.9982998,0.00001680341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002741871,0.003194604,0.0001161075,0.01747231,0.9768696,0.00003176032,0.00006997542,0.00008243279,0.002135741],"genre_scores_gemma":[0.0004812942,0.003602523,0.0001519974,0.02020229,0.9556412,0.00003750072,0.00007395108,0.00005996061,0.01974929],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02723513,"threshold_uncertainty_score":0.09111053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002073282135776847,"score_gpt":0.1957664339091927,"score_spread":0.1936931517734158,"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."}}