{"id":"W4400984434","doi":"10.1093/pnasnexus/pgae290","title":"Regional variation in the role of humidity on city-level heat-related mortality","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Air Canada","funders":"Medical Research Council; Grantová Agentura České Republiky; National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; National Research Foundation; Ministry of Science and ICT, South Korea; University of Tokyo; H2020 LEIT Information and Communication Technologies; European Commission; Environmental Restoration and Conservation Agency; National Aeronautics and Space Administration; National Science Foundation","keywords":"Environmental science; Heat stress; Humidity; Relative humidity; Human health; Urban heat island; Atmospheric sciences; Positive correlation; Meteorology; Environmental health; Geography; Medicine; Geology","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":[0.0009403608,0.0001737832,0.0002569846,0.0005724689,0.000177836,0.0006280661,0.0003121533,0.0002628263,0.001552448],"category_scores_gemma":[0.002233008,0.0001172301,0.0004731703,0.001015526,0.0002894425,0.0003609271,0.0005817467,0.000308903,0.0003335168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230205,"about_ca_system_score_gemma":0.0001993859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521355,"about_ca_topic_score_gemma":0.01341602,"domain_scores_codex":[0.9995385,0.0001786343,0.00002754661,0.0001319713,0.00004819941,0.00007504059],"domain_scores_gemma":[0.9982361,0.0005646165,0.0003973257,0.0003570108,0.0002624439,0.000182522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498396,0.00001630089,0.9936785,0.00001766122,0.0002694018,0.00002620385,0.00007800645,0.001152109,0.0009464291,0.0001222561,0.0003992057,0.00314404],"study_design_scores_gemma":[0.000001069881,0.000008946296,0.9988444,0.000003125843,0.00001946338,0.000008210052,0.0000613113,0.0008111579,0.00008936801,0.00003177471,0.0001186417,0.000002523306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964589,0.0003606548,0.0004023248,0.0001021643,0.00001574727,0.000004552287,0.001826284,0.00001990964,0.0008094692],"genre_scores_gemma":[0.9993968,0.00003497062,0.00004890591,0.000008829234,0.000005192974,0.000001681842,0.0004364565,0.0000030828,0.00006402326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521355,"threshold_uncertainty_score":0.03025001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367302297496275,"score_gpt":0.344453025643177,"score_spread":0.2077227958935495,"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."}}