{"id":"W4233649628","doi":"10.2196/29070","title":"Peer Review of “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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"North American Construction Group (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Computer security; Internet privacy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Computer science; Medical emergency; Medicine; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001067865,0.0001528258,0.0003322478,0.00008602395,0.00007225385,0.000140548,0.0005628983,0.00004842651,0.00009965264],"category_scores_gemma":[0.0076165,0.000151773,0.00007792326,0.0005594795,0.0000328553,0.0007069188,0.0005615179,0.0001377285,0.00001261764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009104699,"about_ca_system_score_gemma":0.001218271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191349,"about_ca_topic_score_gemma":0.0002477075,"domain_scores_codex":[0.9980606,0.000150557,0.0003391342,0.000494044,0.0007052727,0.0002504315],"domain_scores_gemma":[0.9971859,0.0002563166,0.0001019087,0.0008953771,0.0005545925,0.001005891],"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":[0.0001033835,0.001748471,0.006336912,0.03832189,0.0002331125,0.004190802,0.03109473,0.00003077716,0.008680897,0.1826817,0.2582636,0.4683137],"study_design_scores_gemma":[0.0005949406,0.0002538937,0.004872709,0.002112238,0.00003755305,0.0001342254,0.0002237724,0.000600471,0.001520532,0.004304809,0.9847491,0.0005957716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0844848,0.008830834,0.08578149,0.8000393,0.0006834336,0.001654265,0.000107995,0.0006014126,0.01781649],"genre_scores_gemma":[0.7760578,0.001165626,0.01830461,0.1872623,0.0001454894,0.0001179,0.00009093825,0.00004768592,0.01680767],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7264854,"threshold_uncertainty_score":0.9118213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08974937742151291,"score_gpt":0.3802364172007913,"score_spread":0.2904870397792784,"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."}}