{"id":"W4390813093","doi":"10.1097/ee9.0000000000000288","title":"Climate action has valuable health benefits","year":2024,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Universität Ulm; University of Haifa; NYU Grossman School of Medicine; Imperial College London; York University; MRC-PHE Centre for Environment and Health; University of Washington; Boston College","keywords":"Action (physics); Climate change; Environmental planning; Business; Environmental resource management; Environmental science; Natural resource economics; Economics; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002845355,0.001006385,0.0006623871,0.0009013704,0.00250638,0.004992386,0.0007335337,0.004396083,0.07194209],"category_scores_gemma":[0.005173409,0.0002156867,0.0009411891,0.0008963062,0.002673534,0.002875845,0.004632916,0.003047977,0.0131645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223906,"about_ca_system_score_gemma":0.002966668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150325,"about_ca_topic_score_gemma":0.005717392,"domain_scores_codex":[0.9983151,0.0005864981,0.00004515108,0.0001660201,0.0005979417,0.0002894563],"domain_scores_gemma":[0.9973802,0.0006930376,0.0001832155,0.0003066392,0.0005981638,0.0008387156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003085127,0.0002987933,0.002747682,0.001221331,0.0001879457,0.0002890435,0.0004314123,0.001267933,0.001059264,0.1881232,0.4306653,0.3733996],"study_design_scores_gemma":[0.00004643768,0.0001354904,0.003754743,0.0008459644,0.00006024023,0.0002833336,0.0003352739,0.000168931,0.0003540788,0.05386992,0.9401108,0.00003468518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006667512,0.04318624,0.004772731,0.2333143,0.0117582,0.0001085956,0.001700316,0.0005981173,0.697894],"genre_scores_gemma":[0.4815346,0.1017616,0.01267152,0.1689564,0.02460268,0.0002513146,0.002080757,0.0005356037,0.2076055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07194209,"threshold_uncertainty_score":0.2406703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2486709332756985,"score_gpt":0.397568547910514,"score_spread":0.1488976146348155,"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."}}