{"id":"W4403909416","doi":"10.1142/9789811296628_0007","title":"Screening, Contact Tracing, Quarantine, Isolation, and Restrictions on Travel","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Quarantine; Isolation (microbiology); Contact tracing; Tracing; Geography; Transport engineering; Computer science; Engineering; Biology; Medicine; Operating system; Ecology; Coronavirus disease 2019 (COVID-19); Microbiology; Infectious disease (medical specialty); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507735,0.0003565137,0.0002943489,0.001448395,0.0009729447,0.002321107,0.0005921331,0.001010873,0.03168621],"category_scores_gemma":[0.002763486,0.0002444793,0.0002101955,0.002085641,0.001552616,0.001815738,0.0008443749,0.00110296,0.003691437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113198,"about_ca_system_score_gemma":0.002106648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112924,"about_ca_topic_score_gemma":0.03834401,"domain_scores_codex":[0.9995222,0.0001405941,0.00001650376,0.00004872071,0.0001847589,0.00008712609],"domain_scores_gemma":[0.999314,0.0003859669,0.00007955129,0.00004001437,0.00009120731,0.00008926476],"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":[0.0001604888,0.0001945215,0.01380611,0.0004560147,0.00001139962,0.0003464525,0.003902367,0.0006608875,0.0006502177,0.1249813,0.1975452,0.657285],"study_design_scores_gemma":[0.00001302006,0.000184357,0.04644629,0.001326542,0.00002873825,0.002388149,0.009126161,0.000819354,0.0006685588,0.06407288,0.8748893,0.00003673943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02513436,0.04614573,0.00412026,0.0131381,0.0006734519,0.00006789983,0.00052541,0.0001497257,0.9100451],"genre_scores_gemma":[0.2876793,0.06940249,0.003892341,0.002531654,0.0007095384,0.00009434357,0.0005910444,0.0001218194,0.6349775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03168621,"threshold_uncertainty_score":0.106001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036371572307612,"score_gpt":0.2617290863374188,"score_spread":0.2253575140298068,"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."}}