{"id":"W3194171027","doi":"10.1016/s0140-6736(21)01208-3","title":"Hot weather and heat extremes: health risks","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1878,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Climate change; Population; Extreme weather; Excess heat; Heat stress; Global warming; Socioeconomic status; Investment (military); Occupational safety and health","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":[0.001797058,0.0009997331,0.00140618,0.001661607,0.000670881,0.003475262,0.0006032918,0.007898876,0.01152777],"category_scores_gemma":[0.007332445,0.0005496062,0.0009825156,0.002809698,0.001858567,0.003802371,0.002051908,0.005579129,0.001880224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124997,"about_ca_system_score_gemma":0.001428751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005824393,"about_ca_topic_score_gemma":0.007680394,"domain_scores_codex":[0.998534,0.0006490455,0.00009423089,0.0001298732,0.0003798755,0.0002130325],"domain_scores_gemma":[0.9965146,0.001870975,0.000702786,0.0001556852,0.0003260012,0.0004299469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001229383,0.0002440478,0.03448695,0.008123982,0.002521101,0.001247445,0.00121593,0.003220258,0.001588132,0.05741879,0.5629479,0.3257562],"study_design_scores_gemma":[0.0005248422,0.0003448504,0.1244435,0.01059881,0.00120152,0.001810263,0.003741222,0.00132129,0.0003171384,0.2612478,0.5942001,0.0002485784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005660989,0.7174366,0.0006402087,0.2390943,0.01926559,0.00001400698,0.001151793,0.0000517039,0.0166848],"genre_scores_gemma":[0.1396315,0.7221186,0.0004812542,0.05726401,0.07455514,0.00004600315,0.0006370015,0.00004594295,0.005220571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01152777,"threshold_uncertainty_score":0.03856426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025939449448136,"score_gpt":0.3738055269310508,"score_spread":0.1712115819862372,"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."}}