{"id":"W4413440040","doi":"10.1016/j.envint.2025.109719","title":"Short-term association between hot nights and mortality: a multicountry analysis in 178 locations considering hourly ambient temperature","year":2025,"lang":"en","type":"article","venue":"Environment International","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Ministerio de Ciencia e Innovación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Commission","keywords":"Environmental science; Term (time); Meteorology; Atmospheric sciences; Climatology; Geography; 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":[0.004815375,0.0007786486,0.001866298,0.001673233,0.0004822134,0.0008520595,0.0009989819,0.000686157,0.001062678],"category_scores_gemma":[0.006690943,0.0006732993,0.008487281,0.0031621,0.0003968714,0.0006439632,0.001300835,0.0008060875,0.0001669112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005665527,"about_ca_system_score_gemma":0.000718901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860273,"about_ca_topic_score_gemma":0.01973298,"domain_scores_codex":[0.9970018,0.001397474,0.0004688076,0.0007190639,0.000212238,0.0002006401],"domain_scores_gemma":[0.994813,0.002037974,0.001503584,0.0009797591,0.0004861524,0.0001795384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006198137,0.00002500149,0.9691729,0.000724084,0.02345006,0.0001500539,0.0001874336,0.001015066,0.0003247698,0.00005823613,0.0003117811,0.003960797],"study_design_scores_gemma":[0.00006111324,0.0002384088,0.9710677,0.0002511731,0.02355802,0.0002739974,0.0003777545,0.003025955,0.0002184871,0.0001458963,0.0007518502,0.0000297588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817406,0.0109327,0.00340543,0.0001317249,0.00004561939,0.0000491387,0.003400827,0.00003679147,0.0002571251],"genre_scores_gemma":[0.9963689,0.0009875543,0.001053541,0.00004491783,0.00001953721,0.00005955561,0.001344941,0.00001347294,0.0001077763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860273,"threshold_uncertainty_score":0.03698891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828524784899242,"score_gpt":0.3087344148641182,"score_spread":0.2804491670151257,"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."}}