{"id":"W3102419824","doi":"10.1289/ehp6745","title":"Guidelines for Modeling and Reporting Health Effects of Climate Change Mitigation Actions","year":2020,"lang":"en","type":"letter","venue":"Environmental Health Perspectives","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Environmental Health Sciences; Medical Research Council; UK Research and Innovation; Wellcome Trust; World Health Organization; Bill and Melinda Gates Foundation; U.S. Environmental Protection Agency; National Institutes of Health; National Science Foundation","keywords":"Comparability; Climate change; Stakeholder engagement; Climate change mitigation; Stakeholder; Business; Delphi method; Environmental resource management; Actuarial science; Public economics; Computer science; Political science; Economics; Public relations","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006292853,0.0004361372,0.0009504996,0.0001001937,0.0006804153,0.00002370985,0.0001404022,0.0002581876,0.0001054918],"category_scores_gemma":[0.000329042,0.0004434178,0.0001705067,0.0001189699,0.0002128783,0.0002758236,0.0002252076,0.000699891,0.00002353661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321378,"about_ca_system_score_gemma":0.00004947688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135814,"about_ca_topic_score_gemma":0.00008546081,"domain_scores_codex":[0.9958071,0.0001662253,0.001687632,0.0009133843,0.0004752691,0.0009503619],"domain_scores_gemma":[0.9965318,0.0001860041,0.002588716,0.000309007,0.00001205383,0.0003724559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001465575,0.0005062714,0.005183298,0.01933512,0.0001007273,0.00007813537,0.08374485,0.0002066483,0.0007822947,0.0000516602,0.7898071,0.1000574],"study_design_scores_gemma":[0.01014648,0.019254,0.04801258,0.01665035,0.0006292162,0.0005305054,0.07470848,0.1112297,0.0007341088,0.006746253,0.7041487,0.007209741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01656556,0.00847216,0.0005956746,0.9693896,0.0003459215,0.003848495,0.0005732017,0.00009072439,0.0001187047],"genre_scores_gemma":[0.04206352,0.06699472,0.009623596,0.8753055,0.00399309,0.000833186,0.0008945517,0.0002092588,0.00008253726],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.111023,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239397567364454,"score_gpt":0.4205837570450844,"score_spread":0.1966440003086389,"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."}}