{"id":"W4323824009","doi":"10.1016/j.puhe.2023.01.032","title":"A “Tail” of three cities. Public health and acute atrophy of vigilance","year":2023,"lang":"en","type":"letter","venue":"Public Health","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Vigilance (psychology); Public health; Medicine; Environmental health; Geography; Psychology; Pathology; Cognitive psychology","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":[0.002118104,0.0003917909,0.0003260967,0.0006660793,0.01040769,0.006350444,0.000978847,0.02513768,0.02309285],"category_scores_gemma":[0.01267612,0.000581393,0.0005627233,0.0005442773,0.006712048,0.007074529,0.003549673,0.02408758,0.004355851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120126,"about_ca_system_score_gemma":0.006998011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05817343,"about_ca_topic_score_gemma":0.1504383,"domain_scores_codex":[0.9972463,0.0006528982,0.0001519036,0.0003143496,0.0006406227,0.0009938988],"domain_scores_gemma":[0.9923242,0.002088692,0.0005355824,0.0004109399,0.001408138,0.003232364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006673072,0.00002982638,0.002735019,0.00003090558,0.000007670071,0.0008444142,0.000904618,0.00002391202,0.0003035182,0.01542561,0.9689035,0.01072429],"study_design_scores_gemma":[0.00007262676,0.00008105772,0.01041942,0.0002640019,0.00001607048,0.000838661,0.008219278,0.000268734,0.0003329918,0.01109422,0.9683289,0.00006416225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001924835,0.0007327442,0.00008379525,0.9735916,0.003352108,0.00001358149,0.00006059123,0.00002340705,0.02021738],"genre_scores_gemma":[0.03966754,0.0008425983,0.0001459298,0.9047874,0.005290135,0.00002938739,0.00004987445,0.00004964188,0.04913753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05817343,"threshold_uncertainty_score":0.1156696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127478651302668,"score_gpt":0.3139915360464715,"score_spread":0.2012436709162047,"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."}}