{"id":"W3210957019","doi":"10.3390/s21217124","title":"Internet of Things Based Contact Tracing Systems","year":2021,"lang":"en","type":"review","venue":"Sensors","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Scalability; Computer science; Architecture; Internet of Things; Contact tracing; Key (lock); Coronavirus disease 2019 (COVID-19); Tracing; The Internet; Data science; Wireless sensor network; Computer security; Distributed computing; Infectious disease (medical specialty); World Wide Web; Computer network; Medicine; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005250316,0.0004957524,0.002190574,0.0003796693,0.00003631136,0.0004664776,0.001315808,0.0002685113,0.000009571651],"category_scores_gemma":[0.0003272166,0.0004414183,0.0008081414,0.0006893211,0.0000247922,0.0004811302,0.0002907052,0.0004896565,0.00004945164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934897,"about_ca_system_score_gemma":0.0007391968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167496,"about_ca_topic_score_gemma":0.000004958988,"domain_scores_codex":[0.9968943,0.0003592213,0.001048914,0.000792344,0.000508023,0.0003971975],"domain_scores_gemma":[0.9965014,0.001347127,0.0007234472,0.001126416,0.0001640333,0.0001375878],"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":[0.000002190003,0.00007293296,0.000004985557,0.05887021,0.0002868288,0.0005123452,0.0007723849,0.0001775278,0.000003692049,0.01450325,0.0002005603,0.9245931],"study_design_scores_gemma":[0.0002052932,0.00009194914,0.000001530287,0.09627268,0.000237173,0.0001213222,0.00003812583,0.03212131,0.00004156011,0.00001010303,0.8700978,0.0007612011],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000192528,0.9583923,0.03778528,0.00002208391,0.0009111651,0.0004999846,0.00001167937,0.0002005546,0.002157674],"genre_scores_gemma":[0.008245248,0.9868786,0.002828994,0.0002520178,0.0001612533,0.00004671987,0.00005958541,0.0001291143,0.001398404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9238319,"threshold_uncertainty_score":0.9998038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0717762194684523,"score_gpt":0.3146985119870763,"score_spread":0.242922292518624,"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."}}