{"id":"W4309436542","doi":"10.1016/s2542-5196(22)00256-x","title":"The counterintuitive role of efficiency: implications for the ecological impact of health care","year":2022,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council","keywords":"Counterintuitive; Ecology; Health care; Environmental resource management; Economics; Biology; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04173778,0.00110221,0.001482252,0.002951344,0.004654068,0.01523597,0.003040311,0.009600403,0.01598682],"category_scores_gemma":[0.06490311,0.000599365,0.001772917,0.002990912,0.0624517,0.02734947,0.01180819,0.01810421,0.001945375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281791,"about_ca_system_score_gemma":0.01155409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177881,"about_ca_topic_score_gemma":0.01001823,"domain_scores_codex":[0.9675831,0.01857443,0.001419185,0.004236379,0.00617771,0.002009095],"domain_scores_gemma":[0.9048675,0.07568873,0.003823594,0.00598507,0.006807595,0.002827428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007452328,0.00002920255,0.000743923,0.0004117062,0.00005074583,0.00008722207,0.001047309,0.0006125557,0.00008589979,0.9576375,0.02343897,0.0157804],"study_design_scores_gemma":[0.00004159586,0.0000518487,0.001290789,0.001250737,0.00003156495,0.0001222321,0.001111943,0.0005362898,0.0001871193,0.9151078,0.08022359,0.00004455882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005389282,0.02753104,0.0175415,0.8741719,0.003568675,0.00005756444,0.0003072569,0.00007754938,0.07135527],"genre_scores_gemma":[0.6275334,0.03827646,0.01783243,0.2899568,0.01145225,0.0004485473,0.0001835927,0.0003444055,0.01397207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04173778,"threshold_uncertainty_score":0.2207331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540013161268642,"score_gpt":0.3619458962289133,"score_spread":0.2965457646162269,"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."}}