{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800641,0.00006540787,0.0000600832,0.00001736926,0.001224997,0.00005735888,0.0001743519,0.00002817888,0.0008156172],"category_scores_gemma":[0.0001654411,0.00004015094,0.00001488626,0.0009288639,0.00003100083,0.0001397769,0.000167586,0.0002614116,0.00004850673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345131,"about_ca_system_score_gemma":0.00001355586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007876868,"about_ca_topic_score_gemma":0.0001597148,"domain_scores_codex":[0.9989297,0.0001019996,0.0001959108,0.0001123422,0.0004662297,0.0001937567],"domain_scores_gemma":[0.9995399,0.00009698085,0.0001322415,0.0001998291,0.00001879862,0.00001223627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008599864,0.0002200826,0.40233,0.00004247179,0.00005970582,0.000004078625,0.02740462,0.02329584,0.2178981,0.01351103,0.2993924,0.01575565],"study_design_scores_gemma":[0.00036934,0.0001103025,0.9384024,0.00001026083,0.00002893913,0.00001094662,0.006230746,0.005550817,0.002029061,0.01935752,0.02766192,0.0002378052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745279,0.00002084537,0.00001286289,0.02159118,0.0002516527,0.0002482139,0.00001876219,0.00003048201,0.0032981],"genre_scores_gemma":[0.9933455,0.000007020613,0.0000147911,0.005868428,0.0002107626,0.00005182795,0.00005277127,0.000006158337,0.0004427457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360723,"threshold_uncertainty_score":0.9421812,"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."}}