{"id":"W3124358009","doi":"","title":"An Investigation of Thresholds in Air Pollution-Mortality Effects","year":2004,"lang":"en","type":"preprint","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Threshold model; Econometrics; Air pollution; Particulates; Pollutant; Statistics; Environmental science; Pollution; Bayesian probability; Air pollutants; Atmospheric sciences; Mathematics; Meteorology; Geography; Chemistry; Physics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007144253,0.0003567745,0.0009514146,0.0012798,0.0004988648,0.001560692,0.001127712,0.001033751,0.002678428],"category_scores_gemma":[0.03604808,0.0004759591,0.001525365,0.001384654,0.001833898,0.002693902,0.002332614,0.001701711,0.0001377215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606104,"about_ca_system_score_gemma":0.0007583122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039461,"about_ca_topic_score_gemma":0.001474535,"domain_scores_codex":[0.9960493,0.001704355,0.0002006494,0.0007910104,0.0009779889,0.0002765294],"domain_scores_gemma":[0.9401204,0.05187969,0.004662075,0.002336491,0.0006366637,0.0003646593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000690875,0.0004446812,0.2960181,0.001178563,0.001561678,0.001268266,0.003982747,0.1073339,0.02872087,0.4228367,0.001306224,0.1346573],"study_design_scores_gemma":[0.0001359063,0.000991737,0.327558,0.0001830415,0.0007231545,0.001055456,0.00105262,0.1754315,0.01277144,0.4688624,0.01107867,0.0001560066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.485469,0.002427328,0.5015811,0.001085435,0.00005996284,0.0001543255,0.0004926733,0.0003495311,0.008380594],"genre_scores_gemma":[0.9648468,0.0004771837,0.03367829,0.0002018753,0.00005519005,0.00007991258,0.0001368915,0.00003921152,0.0004845462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007144253,"threshold_uncertainty_score":0.03778291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342529698158622,"score_gpt":0.2430868037721519,"score_spread":0.2196615067905656,"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."}}