{"id":"W6903527083","doi":"10.1177/18747655251342655","title":"Climate change and global health outcome indicators: A scoping review","year":2025,"lang":"en","type":"article","venue":"Statistical Journal of the IAOS","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Cochrane; University of Alberta","funders":"Wellcome Trust","keywords":"Climate change; Vulnerability (computing); Health indicator; Prioritization; Global health; Human health; Extreme weather; Effects of global warming","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":[],"consensus_categories":[],"category_scores_codex":[0.0008218004,0.00008488583,0.0002970767,0.00002220049,0.0001514357,0.00002006628,0.0001802325,0.0000255696,0.0003078113],"category_scores_gemma":[0.0003378991,0.00005168568,0.00003955152,0.0002511582,0.0001235411,0.000087974,0.000219396,0.0001603828,0.00002131491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255876,"about_ca_system_score_gemma":0.00006095684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004992065,"about_ca_topic_score_gemma":0.000107049,"domain_scores_codex":[0.9987077,0.000122703,0.0005138547,0.00009671671,0.0002580361,0.0003010381],"domain_scores_gemma":[0.9992233,0.0001160115,0.0003096435,0.0001188556,0.000007503412,0.0002246826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007628718,0.0001342631,0.4416563,0.01074174,0.00002007032,0.00004670967,0.0003854853,0.000001246912,0.000008064182,0.01005456,0.03894647,0.4979288],"study_design_scores_gemma":[0.0008066884,0.0003044181,0.9180795,0.06640186,0.0001051476,0.0001844633,0.00007189169,0.00003834475,0.000005711486,0.01204296,0.001788313,0.0001706812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1122536,0.198628,0.01170882,0.6493616,0.004633234,0.007923015,0.001448519,0.00008448536,0.01395873],"genre_scores_gemma":[0.636945,0.1586677,0.009630786,0.194218,0.000411284,0.00003495259,0.000005351691,0.00002850762,0.00005844436],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5246914,"threshold_uncertainty_score":0.3370318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0912893803229851,"score_gpt":0.4453828629626664,"score_spread":0.3540934826396813,"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."}}