{"id":"W4220918709","doi":"10.1016/j.xinn.2022.100225","title":"Fluctuating temperature modifies heat-mortality association around the globe","year":2022,"lang":"en","type":"article","venue":"The Innovation","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"National Institute of Environmental Health Sciences; Australian Research Council; Medical Research Council; National Health and Medical Research Council; Horizon 2020 Framework Programme; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; China Scholarship Council; Environmental Restoration and Conservation Agency; Sight Research UK; Haridus- ja Teadusministeerium; HORIZON EUROPE Framework Programme; Grantová Agentura České Republiky; Natural Environment Research Council; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Quartile; Confidence interval; Poisson regression; Demography; Apparent temperature; Medicine; Wet-bulb globe temperature; Geography; Meteorology; Internal medicine; Air temperature; Population","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":[0.0008927509,0.0001413624,0.0002459921,0.0004750166,0.0002217238,0.0005828436,0.0002048299,0.0002510182,0.001689924],"category_scores_gemma":[0.003527967,0.0001294057,0.0005774978,0.0008239183,0.000440621,0.0002777014,0.0004715662,0.0003039901,0.0002248786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000270046,"about_ca_system_score_gemma":0.0002374835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799787,"about_ca_topic_score_gemma":0.00748758,"domain_scores_codex":[0.9992123,0.000391844,0.00004573278,0.0002068402,0.00007117569,0.00007209069],"domain_scores_gemma":[0.9984295,0.0004615211,0.0005624454,0.0003006387,0.0001512605,0.00009454598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470567,0.00001300151,0.9884511,0.00004943836,0.0004440576,0.00008807846,0.0002432272,0.0006487911,0.0007836531,0.0002856173,0.0003868115,0.00845921],"study_design_scores_gemma":[0.000002126677,0.00003389925,0.9986501,0.000009606042,0.00006805637,0.00006180732,0.0001027759,0.0003553274,0.0000722982,0.000275197,0.0003650204,0.00000385122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992478,0.002456798,0.001588601,0.0003963905,0.00005683006,0.0000105761,0.0006782498,0.00003698263,0.002297522],"genre_scores_gemma":[0.9991559,0.0002844151,0.000163405,0.00004607928,0.0000199793,0.000003217986,0.0001980497,0.000005795486,0.0001231726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007799787,"threshold_uncertainty_score":0.01550877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0624098298417245,"score_gpt":0.3169246272292104,"score_spread":0.2545147973874859,"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."}}