{"id":"W4386953704","doi":"10.1371/journal.pstr.0000078","title":"Do clinical practice guidelines follow sustainable healthcare principles? A review of respiratory guidance","year":2023,"lang":"en","type":"review","venue":"PLOS Sustainability and Transformation","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Medicine; Sustainability; Nursing; Business; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04695861,0.0009551448,0.002827758,0.01167516,0.001933777,0.006113039,0.004273216,0.006633505,0.003260909],"category_scores_gemma":[0.2283405,0.00160717,0.002436536,0.01671096,0.003954215,0.008177546,0.003605651,0.005868715,0.001069858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010542,"about_ca_system_score_gemma":0.04662386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928178,"about_ca_topic_score_gemma":0.04346334,"domain_scores_codex":[0.9387623,0.0287998,0.01780261,0.002456308,0.01095841,0.001220594],"domain_scores_gemma":[0.7775577,0.1490893,0.02425108,0.00352772,0.04212267,0.003451523],"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":[0.00006008571,0.00009230179,0.00165178,0.1844047,0.0003750965,0.0003500352,0.006092207,0.0005770517,0.0002286817,0.01452528,0.1174981,0.6741447],"study_design_scores_gemma":[0.00006481592,0.00006600945,0.002003401,0.567353,0.0003985073,0.0004868515,0.002556682,0.0001842634,0.00008868628,0.005461761,0.4212692,0.00006690549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007977209,0.9451604,0.001551675,0.04641801,0.001985257,0.0003544393,0.0001729511,0.0000586314,0.003500924],"genre_scores_gemma":[0.01271421,0.9422656,0.01458899,0.02749518,0.0008039544,0.0009738868,0.0004417232,0.00006124296,0.0006551311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04695861,"threshold_uncertainty_score":0.2483438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3412130378653797,"score_gpt":0.4988526898783083,"score_spread":0.1576396520129286,"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."}}