{"id":"W2048110133","doi":"10.1371/journal.pone.0083782","title":"The Role of Metal Components in the Cardiovascular Effects of PM2.5","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Oxidative stress; Endothelial dysfunction; Internal medicine; Physiology","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":[0.0003327803,0.000560567,0.0003131707,0.000574336,0.0003716309,0.0005465898,0.0004328854,0.0006285794,0.0006181311],"category_scores_gemma":[0.0003377256,0.0002736473,0.000331145,0.000335299,0.0003531197,0.0001586194,0.0004981338,0.0002820279,0.00009628422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749064,"about_ca_system_score_gemma":0.0003633825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667579,"about_ca_topic_score_gemma":0.004537128,"domain_scores_codex":[0.9998106,0.00004810337,0.00001081237,0.00005128259,0.00003915333,0.00003997467],"domain_scores_gemma":[0.9998061,0.00003124259,0.00006915527,0.00001448937,0.00003543469,0.00004361988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006865145,0.0006536235,0.7164361,0.0009632439,0.0007017422,0.001697474,0.0007646919,0.0008616899,0.2236414,0.0006817533,0.0008443986,0.04588863],"study_design_scores_gemma":[0.00004782557,0.000709031,0.9922174,0.00002871915,0.000151483,0.0003588463,0.00016212,0.000362282,0.004827993,0.0002697975,0.0008561751,0.000008296513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994391,0.004433035,0.0002840931,0.0001018541,0.00001769345,0.00002192601,0.000114641,0.000008281941,0.0006274469],"genre_scores_gemma":[0.9975943,0.001284036,0.0002885407,0.00009408082,0.00003007615,0.00001999699,0.0001288277,0.000002035655,0.0005579524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004667579,"threshold_uncertainty_score":0.009280801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488151728360257,"score_gpt":0.2295415178097742,"score_spread":0.1846600005261716,"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."}}