{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000929183,0.0002297581,0.0002974082,0.0002454685,0.0001425691,0.00003806417,0.0002037527,0.0009097864,0.00005306645],"category_scores_gemma":[0.0001676555,0.0002437233,0.00007060693,0.0002431881,0.0001171772,0.00009438807,0.0002392662,0.0006916426,0.000003457406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961704,"about_ca_system_score_gemma":0.00001341725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005167857,"about_ca_topic_score_gemma":0.0002139837,"domain_scores_codex":[0.9989115,0.00001581627,0.0002034324,0.0004528291,0.0001226836,0.0002937471],"domain_scores_gemma":[0.9996008,0.00006975386,0.00009326185,0.0001869592,0.00000789918,0.00004132159],"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":[0.00002439994,0.0000302584,0.00006940229,0.00005379015,0.0000237815,0.000001265923,0.0000164888,0.0001462004,0.0120261,0.000001355484,0.9704167,0.01719026],"study_design_scores_gemma":[0.0003086517,0.0001755098,0.00006850152,0.00002248655,0.00003277088,0.000002958185,0.00004431937,0.0003878674,0.000734354,0.00007329384,0.9978931,0.0002561919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002018296,0.0004631876,0.004493114,0.0001031249,0.9921237,0.0002801772,0.0002694819,0.0002296786,0.00001927491],"genre_scores_gemma":[0.009582451,0.00181262,0.001619077,0.00001521454,0.9859124,0.0003849427,0.0002484474,0.00007733018,0.0003475271],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0274764,"threshold_uncertainty_score":0.993875,"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."}}