{"id":"W3133362337","doi":"10.1016/j.envint.2021.106424","title":"Concentration-dependent health effects of air pollution in controlled human exposures","year":2021,"lang":"en","type":"review","venue":"Environment International","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canada Research Chairs","keywords":"Air pollution; Health effect; Particulates; Environmental health; Environmental science; Biomonitoring; Exposure assessment; Pollutant; Human health; Diesel exhaust; Medicine; Environmental chemistry; Biology; Chemistry; Diesel fuel; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007284305,0.0003008782,0.001315039,0.00008202599,0.00008730456,0.00001525046,0.0003345041,0.0001890886,0.002910821],"category_scores_gemma":[0.00009561054,0.0002755607,0.0002829788,0.00008709852,0.0001333151,0.0001365574,0.0001889414,0.0003149447,0.0001784503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774707,"about_ca_system_score_gemma":0.0001176693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347043,"about_ca_topic_score_gemma":0.00007463526,"domain_scores_codex":[0.9965593,0.000609789,0.001248083,0.0004515176,0.000797809,0.0003334758],"domain_scores_gemma":[0.9984532,0.0002133246,0.00089716,0.0002787943,0.000003505028,0.0001539916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007122769,0.002408312,0.002148678,0.007162371,0.0004908755,0.00007788467,0.001453587,0.003066641,0.00002978925,0.005069812,0.0134683,0.9645525],"study_design_scores_gemma":[0.002310176,0.0001807341,0.003647909,0.00360646,0.0000678464,0.000008976666,0.00002768487,0.00003338251,0.00001877933,0.0001157965,0.9896975,0.0002847653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002468128,0.9939831,0.0003977769,0.001416059,0.0005276928,0.001763893,0.00008311906,0.00001628694,0.001565209],"genre_scores_gemma":[0.003363901,0.9935921,0.0002558706,0.001274045,0.0001119984,0.0001874808,0.0004123507,0.00002470512,0.0007774761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9762292,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798085241408714,"score_gpt":0.3575838036147438,"score_spread":0.3196029512006567,"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."}}