{"id":"W4285802724","doi":"10.1146/annurev-environ-112320-095157","title":"Sustainability in Health Care","year":2022,"lang":"en","type":"article","venue":"Annual Review of Environment and Resources","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Carbon footprint; Greenhouse gas; Health care; Natural resource economics; Anthropocene; Business; Public health; Environmental resource management; Environmental planning; Natural resource; Economic growth; Economics; Political science; Medicine; Environmental science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006993295,0.00008584447,0.0002336639,0.00002489847,0.0001521608,0.000002207964,0.0001101182,0.00001393176,0.002716155],"category_scores_gemma":[0.00003171879,0.00007302318,0.00003468863,0.0001056958,0.0001204135,0.00005156697,0.0003999408,0.0001145009,0.000008700711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445598,"about_ca_system_score_gemma":0.000009906536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00050456,"about_ca_topic_score_gemma":0.000028913,"domain_scores_codex":[0.9987808,0.000178297,0.0003196812,0.0002052455,0.0002756657,0.0002403466],"domain_scores_gemma":[0.999559,0.00003562732,0.0001366784,0.0001643802,0.000001803242,0.0001024612],"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":[0.0001063514,0.0008500105,0.3328376,0.02932758,0.000009692415,0.00003027836,0.08989894,0.00064681,0.00003256314,0.0001013406,0.04719761,0.4989612],"study_design_scores_gemma":[0.0001582657,0.0004109569,0.09597633,0.0003259704,0.000003944481,0.000003182364,0.01104956,0.000003442841,0.000002612448,0.00008100852,0.891898,0.00008666653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6565658,0.3174112,0.000001160612,0.02172468,0.00003120757,0.001048913,0.00009042036,0.00001032219,0.003116345],"genre_scores_gemma":[0.8152269,0.179283,0.00005992482,0.004972683,0.00001795962,0.00008145795,0.00002546102,0.00001093464,0.0003216956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8447005,"threshold_uncertainty_score":0.9981955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124822633188841,"score_gpt":0.2952918702341766,"score_spread":0.2828096069152926,"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."}}