{"id":"W4391579890","doi":"10.1016/s2542-5196(23)00277-2","title":"Global, regional, and national burden of mortality associated with cold spells during 2000–19: a three-stage modelling study","year":2024,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; Health Canada","funders":"Young Scientists Fund; Australian Research Council; Medical Research Council; H2020 Marie Skłodowska-Curie Actions; Natural Science Foundation of Shandong Province; Horizon 2020; China Scholarship Council; Grantová Agentura České Republiky; National Health and Medical Research Council; European Commission","keywords":"Stage (stratigraphy); Demography; Geography; Socioeconomics; Biology; Economics; Sociology","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":[0.001016163,0.0001294219,0.0002840982,0.00002150774,0.0001502766,0.00002819844,0.0001456941,0.00003536206,0.0002617218],"category_scores_gemma":[0.00001118367,0.00008750752,0.00001544864,0.0002415161,0.00009939866,0.0001116762,0.00005732804,0.0001554839,0.00004346189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454848,"about_ca_system_score_gemma":0.0001253982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649116,"about_ca_topic_score_gemma":0.01585495,"domain_scores_codex":[0.9984762,0.00009676021,0.000254516,0.0002628587,0.0005255947,0.0003840616],"domain_scores_gemma":[0.9993859,0.0001319549,0.0001198633,0.0001841806,0.000007815009,0.0001703107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002394025,0.0001908905,0.7670456,0.0006501429,0.0001356847,0.00008046973,0.005684021,0.2068864,0.00002586353,0.0002548456,0.01866687,0.0001398561],"study_design_scores_gemma":[0.0009637575,0.0004426501,0.8959622,0.0003656706,0.00003783315,0.00002831901,0.0005791691,0.09824128,0.000002214274,0.001099957,0.00207022,0.0002067507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916332,0.001509438,0.00003232028,0.00439562,0.00003927805,0.0006005846,0.0005664148,0.00004282002,0.00118034],"genre_scores_gemma":[0.9977255,0.0008100658,0.00007343579,0.0009707439,0.0001474058,0.000003682338,0.00007850891,0.00000903626,0.0001815647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289166,"threshold_uncertainty_score":0.9900581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559920806431068,"score_gpt":0.3486370014925096,"score_spread":0.1926449208494028,"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."}}