{"id":"W2887958301","doi":"10.1016/j.envres.2018.08.002","title":"Does the air pollution model influence the evidence of socio-economic disparities in exposure and susceptibility?","year":2018,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Air pollution; Logistic regression; Environmental science; Statistics; Geography; Demography; Environmental health; Mathematics; Medicine; Chemistry","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":[0.07124985,0.001218465,0.002256726,0.003108259,0.001357743,0.003894096,0.004337775,0.00452085,0.01180885],"category_scores_gemma":[0.1616666,0.0006874151,0.0053936,0.003673343,0.006283506,0.005114088,0.00334221,0.003055778,0.001003831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355047,"about_ca_system_score_gemma":0.003765544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987816,"about_ca_topic_score_gemma":0.01612298,"domain_scores_codex":[0.9566413,0.0280159,0.002848298,0.006604498,0.003169517,0.002720486],"domain_scores_gemma":[0.7762263,0.1754096,0.01856919,0.02222569,0.004505432,0.003063715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001535235,0.0004047052,0.9097402,0.0006415038,0.01261533,0.0004396684,0.001317679,0.001669709,0.0003041599,0.03951626,0.003539698,0.02827595],"study_design_scores_gemma":[0.001127112,0.001128155,0.7962252,0.001604462,0.01355039,0.0007275074,0.005259675,0.01174296,0.001482343,0.1400706,0.02688079,0.0002007673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978092,0.07477105,0.0212672,0.1615155,0.006568724,0.0003085403,0.003128934,0.0002506311,0.03438025],"genre_scores_gemma":[0.9878182,0.002396181,0.001605804,0.005728033,0.001358752,0.00005733197,0.0003023305,0.00005687035,0.0006763547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07124985,"threshold_uncertainty_score":0.3768097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550883474553091,"score_gpt":0.3754660037128731,"score_spread":0.2999571689673421,"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."}}