{"id":"W4211081523","doi":"10.1016/s2542-5196(21)00326-0","title":"Role of climate goals and clean-air policies on reducing future air pollution deaths in China: a modelling study","year":2022,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Air pollution; Air quality index; China; Public health; Environmental health; Climate change; Environmental science; Pollution; Environmental protection; Representative Concentration Pathways; Environmental planning; Natural resource economics; Climate model; Geography; Medicine; Meteorology","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":[0.001174103,0.001364578,0.0008869362,0.001342218,0.0007433586,0.001349969,0.001962475,0.00196766,0.003772111],"category_scores_gemma":[0.001839182,0.0004742861,0.002410328,0.001460404,0.0007356542,0.001275783,0.001194836,0.0009194026,0.0002282262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004857565,"about_ca_system_score_gemma":0.005127243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2666114,"about_ca_topic_score_gemma":0.1359584,"domain_scores_codex":[0.9995506,0.0001574679,0.00001972719,0.00008120183,0.00003358622,0.0001572833],"domain_scores_gemma":[0.9989472,0.000556312,0.0001300308,0.00004299935,0.0001810261,0.0001424579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000552874,0.00007491207,0.01386226,0.0000592757,0.00007977909,0.0001424207,0.00006989782,0.9802877,0.0001733676,0.002443122,0.0006872633,0.002064716],"study_design_scores_gemma":[0.00006324837,0.0000639891,0.006816206,0.00001949318,0.00009414808,0.0000154877,0.0001475732,0.9902855,0.00009891894,0.001660601,0.0007083634,0.00002650185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788805,0.0007891141,0.00556693,0.001365681,0.00004787253,0.0001069265,0.002294299,0.0001053045,0.01084349],"genre_scores_gemma":[0.9945744,0.0005590906,0.001124583,0.00010452,0.00002051541,0.00008833466,0.000652951,0.00001701733,0.002858688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2666114,"threshold_uncertainty_score":0.5301191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312165139644546,"score_gpt":0.2993178459574063,"score_spread":0.2661961945609608,"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."}}