{"id":"W4220784457","doi":"10.2471/blt.21.287735","title":"Travel restrictions and variants of concern: global health laws need to reflect evidence","year":2022,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Public Health Ontario; University of Toronto","funders":"","keywords":"International Health Regulations; Public health; Global health; International health; International law; Public health law; Politics; Health policy","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":[0.05381041,0.0006053639,0.001117321,0.004777609,0.003270731,0.01615909,0.003001615,0.01000984,0.01169779],"category_scores_gemma":[0.2467789,0.0007317812,0.001296702,0.006245919,0.02510232,0.03722977,0.008290285,0.02011269,0.0009841692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007237942,"about_ca_system_score_gemma":0.02043425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03165169,"about_ca_topic_score_gemma":0.03709594,"domain_scores_codex":[0.9665131,0.01548917,0.004681134,0.003098547,0.008083763,0.002134205],"domain_scores_gemma":[0.6577483,0.2679584,0.02367645,0.01674067,0.0272889,0.006587215],"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":[0.0001228654,0.0001179757,0.02919284,0.005908132,0.0002896388,0.000434903,0.01331271,0.0003715971,0.0001783335,0.3718949,0.1839568,0.3942194],"study_design_scores_gemma":[0.0000553426,0.0001077642,0.02794535,0.0637366,0.0003526494,0.0007161567,0.02528421,0.0004244816,0.0003667506,0.2517917,0.6290384,0.0001806855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006968967,0.09640996,0.00277103,0.8573069,0.005245862,0.00009193095,0.0005536569,0.00005288881,0.03059884],"genre_scores_gemma":[0.318548,0.1794761,0.01060656,0.4728928,0.01244894,0.0003709443,0.001460439,0.0002652937,0.003930908],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05381041,"threshold_uncertainty_score":0.28458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105910949739947,"score_gpt":0.3347315456431231,"score_spread":0.2936724361457236,"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."}}