{"id":"W4412720281","doi":"10.1136/leader-2025-001277","title":"Integrating planetary health considerations into health guidelines: decision-making bodies must show leadership","year":2025,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Management science; Psychology; Engineering ethics; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275843,0.0002538947,0.0004223067,0.0001467779,0.0009029873,0.0001014298,0.0001828309,0.0001069259,0.00190731],"category_scores_gemma":[0.00145352,0.000223874,0.00006813389,0.0002658998,0.0001806525,0.0002557183,0.0001503557,0.0003507392,0.0003981465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954356,"about_ca_system_score_gemma":0.0003367242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792799,"about_ca_topic_score_gemma":0.03220141,"domain_scores_codex":[0.997226,0.0001639345,0.0009620394,0.0004759742,0.0003737133,0.0007983388],"domain_scores_gemma":[0.9982798,0.0007573091,0.0002630047,0.0004033661,0.00003360312,0.0002629838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002600262,0.00004751375,0.01290566,0.0002898418,0.00001247261,0.00001357948,0.01222125,0.0007112892,0.00005031188,0.000469717,0.849815,0.1234374],"study_design_scores_gemma":[0.005256241,0.001926324,0.1647862,0.02901654,0.000116609,0.000531245,0.3721893,0.05204034,0.0001997836,0.1016557,0.2683499,0.0039319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02128338,0.009370199,0.0137866,0.9391381,0.001550968,0.00262246,0.00007242795,0.0003998695,0.01177596],"genre_scores_gemma":[0.7103885,0.0003595613,0.06003418,0.2279775,0.0003510992,0.00007302123,0.00006109297,0.00003369698,0.0007213185],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7111607,"threshold_uncertainty_score":0.9990051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.28005463875527,"score_gpt":0.4558965424320399,"score_spread":0.1758419036767699,"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."}}