{"id":"W6991773757","doi":"","title":"Impacts of Beijing’s coal to clean energy policy on local air quality and acute myocardial infarction in adults","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; National Natural Science Foundation of China; Wellcome Trust; McGill University","keywords":"Coal; Clean coal; Myocardial infarction; Air pollution; Air quality index; Clean energy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008494022,0.0001708355,0.0001811802,0.000522896,0.0003934557,0.0006567142,0.000293758,0.0003918215,0.006024464],"category_scores_gemma":[0.001951755,0.0001521673,0.0004459464,0.0008241436,0.0002070021,0.000266577,0.0007112754,0.0004346525,0.000443052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993088,"about_ca_system_score_gemma":0.001848927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08269983,"about_ca_topic_score_gemma":0.113288,"domain_scores_codex":[0.9994619,0.0001971853,0.00003553201,0.00007570286,0.00008784307,0.0001418207],"domain_scores_gemma":[0.9992624,0.0001269858,0.000166476,0.00004624206,0.00008557369,0.0003122678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002507179,0.0002297023,0.9694667,0.00006195922,0.00019919,0.0001939467,0.0006849056,0.0007649291,0.0003163229,0.0006716371,0.004111119,0.02304887],"study_design_scores_gemma":[0.000007186338,0.00003890444,0.9984351,0.00001743855,0.00003627438,0.00001000233,0.0002099918,0.000307456,0.00005310537,0.00008068456,0.0008002503,0.000003661923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867833,0.0007616659,0.00006871658,0.002669957,0.00004469909,0.0000234702,0.001050404,0.000009687888,0.008588053],"genre_scores_gemma":[0.9960935,0.0004758344,0.00006480429,0.0002873547,0.00003178181,0.00002411208,0.0005217478,0.000004250502,0.002496582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08269983,"threshold_uncertainty_score":0.1644369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00956308299630825,"score_gpt":0.2578980954079239,"score_spread":0.2483350124116156,"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."}}