{"id":"W4282831893","doi":"10.1016/s2542-5196(22)00074-2","title":"Addressing the environmental sustainability of eye health-care delivery: a scoping review","year":2022,"lang":"en","type":"review","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology; British Council for Prevention of Blindness; Fred Hollows Foundation; CBM International; Queen's University; Moorfields Eye Charity; Wellcome Trust","keywords":"Sustainability; Environmental planning; Health care delivery; MEDLINE; Health care; Environmental resource management; Business; Medicine; Political science; Geography; Environmental science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003694531,0.0004810927,0.002756127,0.00004130986,0.001169673,0.00002139954,0.001161473,0.00009519447,0.004694042],"category_scores_gemma":[0.00008320517,0.0002778661,0.0002751259,0.000350099,0.0003261785,0.00009480339,0.0007071541,0.001110627,0.0001023611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282216,"about_ca_system_score_gemma":0.001006716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736028,"about_ca_topic_score_gemma":0.0009558303,"domain_scores_codex":[0.9936506,0.002447274,0.001373861,0.0005916456,0.0007426179,0.001194004],"domain_scores_gemma":[0.9959589,0.0007246226,0.001618175,0.001391496,0.000003803289,0.000302999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001272072,0.00003067431,0.0001936563,0.2532968,0.00001483793,0.000005422752,0.001030885,0.00001289159,5.367409e-9,0.000002166408,0.02223524,0.7231647],"study_design_scores_gemma":[0.0001316989,0.0002124163,0.0003999714,0.1005528,0.0001060051,0.00004301242,0.0004151503,0.000004696691,1.041383e-8,0.00001574502,0.8978944,0.0002240935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000196116,0.9784936,9.927943e-7,0.01382781,0.0001761101,0.006061055,0.001123186,0.0000395253,0.0002581565],"genre_scores_gemma":[0.00002653922,0.98054,0.00003962959,0.01686246,0.0002622492,0.0002153183,0.001987021,0.00004366982,0.00002306246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8756592,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2726368902298386,"score_gpt":0.4410274574461403,"score_spread":0.1683905672163017,"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."}}