{"id":"W4322720307","doi":"10.1017/s1049023x23000237","title":"Heatwaves and Air Pollution: A Deadly Combination for Human Health in South Asia","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Air pollution; Human health; Pollution; Environmental health; Environmental science; Geography; Medicine; Biology; Ecology","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":[0.0006178248,0.0002801538,0.0003362223,0.0007696878,0.0005044059,0.001922892,0.0002544881,0.0007192656,0.01293035],"category_scores_gemma":[0.0007300729,0.0002014228,0.0004638214,0.001492143,0.0008660256,0.00189268,0.001864951,0.001062014,0.0007455596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00075532,"about_ca_system_score_gemma":0.002003956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01994285,"about_ca_topic_score_gemma":0.03059178,"domain_scores_codex":[0.9996721,0.0001093952,0.00003264728,0.00003171472,0.00008019446,0.00007398867],"domain_scores_gemma":[0.999324,0.0001954999,0.0001600684,0.00005097679,0.0001268018,0.0001427065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005580744,0.000159384,0.6292737,0.00338071,0.0006744991,0.001786612,0.008607395,0.0009958672,0.01140643,0.009892927,0.04126626,0.2919981],"study_design_scores_gemma":[0.00001524812,0.0001886483,0.9076393,0.001701413,0.000289715,0.0008491761,0.02024961,0.0004478579,0.001064459,0.006827732,0.06065634,0.00007029789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6788344,0.1063449,0.002380636,0.1423149,0.003561404,0.00006756695,0.004964754,0.0002116549,0.06131979],"genre_scores_gemma":[0.9086465,0.07316668,0.0009964858,0.005615182,0.001829427,0.00003062795,0.0009004576,0.00003882377,0.00877583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01994285,"threshold_uncertainty_score":0.04325628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626081280370215,"score_gpt":0.3273743842308782,"score_spread":0.2811135714271761,"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."}}