{"id":"W4403405988","doi":"","title":"Estimating Model-Based Marginal Societal Health Benefits of Air Pollution Emission Reductions in the United States and Canada.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Air pollution; Environmental science; Pollution","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002298845,0.0009665968,0.0007825154,0.001416579,0.0006344069,0.001108318,0.001304105,0.000880311,0.002362903],"category_scores_gemma":[0.007096109,0.0007001277,0.00112736,0.001649289,0.0006619637,0.0004290878,0.0006860524,0.0009964596,0.000158287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02240543,"about_ca_system_score_gemma":0.01864492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9712532,"about_ca_topic_score_gemma":0.9469919,"domain_scores_codex":[0.9994776,0.0001937081,0.00002310409,0.0000896147,0.00008303155,0.000133012],"domain_scores_gemma":[0.9965864,0.001993045,0.0002179678,0.00009703221,0.0009193306,0.0001861446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001281314,0.00004904431,0.02872184,0.00006573854,0.0001963373,0.00007265567,0.00002487166,0.9621662,0.00008733069,0.002199525,0.001617817,0.004670432],"study_design_scores_gemma":[0.00008000511,0.0000372377,0.01530172,0.00003180459,0.0001322376,0.00002498338,0.0001483596,0.980189,0.000161538,0.002413057,0.001453632,0.00002648748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499711,0.001766106,0.01843562,0.001577537,0.00008103338,0.0002896487,0.01840583,0.0002852408,0.009187795],"genre_scores_gemma":[0.9862476,0.0003556538,0.007111201,0.0001096355,0.000008339333,0.00007305553,0.004053181,0.00003097484,0.002010339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02874678,"threshold_uncertainty_score":0.1625636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366257443451253,"score_gpt":0.2882992073260237,"score_spread":0.2446366328915112,"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."}}