{"id":"W3176287544","doi":"10.3390/su13137034","title":"A New Challenge for the Management and Disposal of Personal Protective Equipment Waste during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Personal protective equipment; Incineration; Hazardous waste; Waste management; Biomedical waste; Coronavirus disease 2019 (COVID-19); Pandemic; Waste disposal; Household hazardous waste; Business; Human health; Environmental pollution; Environmental planning; Municipal solid waste; Mobile incinerator; Environmental science; Engineering; Waste collection; Environmental health; Environmental protection; Health care; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00981343,0.0007847475,0.001327714,0.001250273,0.003284831,0.008670791,0.002237413,0.0102043,0.01321776],"category_scores_gemma":[0.009726143,0.0003932199,0.001233047,0.001106178,0.004100451,0.008572467,0.005525168,0.008486647,0.00362574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297658,"about_ca_system_score_gemma":0.01546535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029486,"about_ca_topic_score_gemma":0.005609542,"domain_scores_codex":[0.9940896,0.002340211,0.000458468,0.0006985856,0.001468254,0.0009448416],"domain_scores_gemma":[0.9911708,0.001746457,0.0009320479,0.0005756042,0.002636994,0.00293805],"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":[0.0003778313,0.0008777866,0.01101693,0.002980744,0.0001870841,0.001599241,0.002422921,0.00207293,0.007674287,0.05137644,0.4486412,0.4707727],"study_design_scores_gemma":[0.00004693431,0.000421174,0.005800044,0.002152313,0.00007315067,0.001224705,0.01124211,0.001219693,0.001969012,0.05721792,0.9185054,0.0001275907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01065648,0.0725755,0.007132961,0.8874613,0.007740138,0.00006441699,0.0004067177,0.000246925,0.01371561],"genre_scores_gemma":[0.2949759,0.2680743,0.05287223,0.3304346,0.02645477,0.0003949456,0.001575697,0.0004011624,0.02481643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01321776,"threshold_uncertainty_score":0.05189902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265752354234076,"score_gpt":0.3211372135442578,"score_spread":0.2884796900019171,"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."}}