{"id":"W3133574803","doi":"10.2196/21069","title":"COVID-19 and Cybersecurity: Finally, an Opportunity to Disrupt?","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Computer security; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Pandemic; Internet privacy; Business; Virology; Medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003795176,0.0001671573,0.0002124416,0.0001079558,0.0001638658,0.0004733139,0.0005579728,0.00006386546,0.00008568296],"category_scores_gemma":[0.002537332,0.0001765104,0.00005190978,0.0004872144,0.00003312989,0.000979752,0.0006523714,0.0001588182,0.00003074602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627918,"about_ca_system_score_gemma":0.001598271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804098,"about_ca_topic_score_gemma":0.00104018,"domain_scores_codex":[0.9983568,0.0001160016,0.0002182379,0.0006230117,0.0003442654,0.0003417233],"domain_scores_gemma":[0.9966852,0.0002780697,0.00005182525,0.0008260444,0.000115056,0.002043811],"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":[0.0002179674,0.001932375,0.01864524,0.001238678,0.0002182634,0.01443495,0.06517686,0.0002334625,0.02195116,0.3582267,0.05798074,0.4597436],"study_design_scores_gemma":[0.002206385,0.0006785803,0.02900285,0.0001498905,0.00003873995,0.0004908592,0.001139188,0.009535288,0.004657237,0.02494466,0.9254048,0.001751553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6314369,0.0002303805,0.1863125,0.1686966,0.0007497203,0.0007964861,0.00004618081,0.00104401,0.0106873],"genre_scores_gemma":[0.9564059,0.000006317972,0.004993485,0.03662296,0.0000643647,0.00003019698,0.00001366914,0.00001364175,0.001849518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867424,"threshold_uncertainty_score":0.7197886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06660463116303565,"score_gpt":0.3529307995063798,"score_spread":0.2863261683433441,"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."}}