{"id":"W2587546761","doi":"10.1177/0840470416675178","title":"Managing environmental sustainability in a healthcare setting","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Sustainability; Health care; Business; Environmental resource management; Economics; Economic growth","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009458507,0.0004206707,0.0005746855,0.0003757893,0.001039819,0.0001233548,0.0004654607,0.0001640374,0.00006841165],"category_scores_gemma":[0.00003708498,0.0004420505,0.0001834421,0.0001309539,0.0001940296,0.0003298787,0.001092586,0.0005753569,0.0001215015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336875,"about_ca_system_score_gemma":0.0000712193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369999,"about_ca_topic_score_gemma":0.001038831,"domain_scores_codex":[0.9957708,0.0001527408,0.0008141008,0.001016999,0.0007131664,0.001532233],"domain_scores_gemma":[0.9971457,0.00002525705,0.0003114639,0.001970286,0.00002181361,0.0005255155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929101,0.0002696898,0.5464169,0.003174744,0.0000554971,0.001066848,0.000221108,0.00001634744,0.000004060798,0.005634645,0.001110112,0.4418372],"study_design_scores_gemma":[0.002469009,0.0004619334,0.9316238,0.0004984211,0.00005181484,0.00003852301,0.009809093,0.0006915777,0.00002452746,0.006951978,0.04692937,0.0004500202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1786473,0.000912613,0.0002673448,0.7943687,0.0005673546,0.005363944,0.00003389682,0.0002064535,0.01963237],"genre_scores_gemma":[0.9844298,0.001328448,0.0008865137,0.009883836,0.0001035913,0.0002776783,0.00009347963,0.00007332626,0.002923319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8057825,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393487093726926,"score_gpt":0.3065336098620499,"score_spread":0.2925987389247807,"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."}}