{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009877215,0.0007518812,0.000743237,0.002492177,0.008114517,0.02199654,0.001682977,0.01122464,0.01771799],"category_scores_gemma":[0.02007191,0.00045401,0.0009680234,0.002235644,0.0212746,0.02909159,0.01325714,0.01842243,0.003787046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007763202,"about_ca_system_score_gemma":0.01141443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009032269,"about_ca_topic_score_gemma":0.01380444,"domain_scores_codex":[0.9909183,0.004004284,0.0003700473,0.0007397068,0.001955181,0.00201241],"domain_scores_gemma":[0.9810662,0.006566452,0.001583428,0.00216311,0.003720657,0.004900297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006755302,0.00008134194,0.006672094,0.0003953192,0.00003431458,0.0009528106,0.009286955,0.0003419914,0.0002626344,0.6730134,0.2137751,0.09511646],"study_design_scores_gemma":[0.00001137324,0.00007521483,0.002448815,0.001555162,0.00002003925,0.001396274,0.02640994,0.0002697184,0.000297287,0.2156104,0.7518321,0.00007374182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005438164,0.03830595,0.005132946,0.8710241,0.007260402,0.00002961826,0.0001150049,0.000116672,0.07257704],"genre_scores_gemma":[0.4557115,0.09182771,0.00877957,0.3638547,0.01161512,0.0001574999,0.0003624344,0.0003379605,0.06735339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02199654,"threshold_uncertainty_score":0.05927259,"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."}}