{"id":"W3045240113","doi":"10.1080/23748834.2020.1763761","title":"COVID-19 reveals the systemic nature of urban health globally","year":2020,"lang":"en","type":"article","venue":"Cities & Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Central Food Technological Research Institute, Council of Scientific and Industrial Research; Institute of Urban Environment, Chinese Academy of Sciences; Medical Research Council; African Academy of Sciences; University of Cape Town; International Science Council; University of Cambridge; University of Delhi; International Atomic Energy Agency; Chinese Academy of Sciences; Government of the United Kingdom; National Cheng Kung University; University of St. Thomas; Engineering and Physical Sciences Research Council; York University; Universidad Autónoma de Sinaloa; University of Otago","keywords":"Coronavirus disease 2019 (COVID-19); Statement (logic); Action (physics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Medicine; Virology; Law; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00118881,0.0001721474,0.0004387911,0.0000215501,0.0004527554,0.00002371304,0.0004646489,0.0001102054,0.000887611],"category_scores_gemma":[0.0003398763,0.0001253004,0.00006645174,0.00036876,0.0002056069,0.00009364483,0.0001855857,0.0003862198,0.0001394542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115499,"about_ca_system_score_gemma":0.0007127554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888254,"about_ca_topic_score_gemma":0.0006380972,"domain_scores_codex":[0.9975601,0.0003078504,0.00060054,0.0003193766,0.0005078773,0.000704191],"domain_scores_gemma":[0.9974948,0.0001628053,0.0004814774,0.0003601394,0.00001132403,0.001489447],"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":[0.00005361922,0.00002764862,0.03268664,0.002489412,0.000006205965,0.000003915541,0.02784536,0.00008023591,0.00007102634,0.001887396,0.9331104,0.001738137],"study_design_scores_gemma":[0.00251654,0.003547725,0.1014138,0.001290834,0.0000287668,0.0002182688,0.03909451,0.0005179314,0.00006467146,0.004215011,0.8461659,0.0009259757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2592138,0.02231714,0.0001843078,0.7090431,0.000607745,0.00216417,0.0006232828,0.0002057779,0.005640657],"genre_scores_gemma":[0.6995851,0.001973463,0.00009058969,0.2979634,0.0001920592,0.00001350099,0.00002462975,0.0000150923,0.0001421359],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4403713,"threshold_uncertainty_score":0.9718719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06503648481463747,"score_gpt":0.343514217042543,"score_spread":0.2784777322279056,"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."}}