{"id":"W4376603675","doi":"10.1177/08404704231168752","title":"Reusable personal protective equipment in Canadian healthcare: Safe, secure, and sustainable","year":2023,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Public Health Ontario; University of Toronto; University Health Network; Vancouver Coastal Health; START Clinic; Canadian Coalition for Global Health Research","funders":"Environment and Climate Change Canada","keywords":"Personal protective equipment; Face shield; Business; Health care; Coronavirus disease 2019 (COVID-19); Respirator; Computer security; Operations management; Internet privacy; Medical emergency; Computer science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002179433,0.001051481,0.001780584,0.007438871,0.001168939,0.00268341,0.001417282,0.001513735,0.003344947],"category_scores_gemma":[0.004026867,0.0004175144,0.001192802,0.01011442,0.001160856,0.001466333,0.001012183,0.00146992,0.000440722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181406,"about_ca_system_score_gemma":0.03659786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4489326,"about_ca_topic_score_gemma":0.6374824,"domain_scores_codex":[0.9986839,0.0001764235,0.0002039146,0.0001110413,0.0007070084,0.0001176492],"domain_scores_gemma":[0.997286,0.0009317123,0.0003381834,0.00003933648,0.001241349,0.0001633766],"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":[0.00008111205,0.00005975947,0.0007535245,0.1636281,0.0003557927,0.0001647551,0.0004328857,0.000289812,0.0005417502,0.006590013,0.02653947,0.800563],"study_design_scores_gemma":[0.00002379974,0.00008245669,0.005916968,0.08696462,0.001019854,0.0005953159,0.0005142892,0.0001492645,0.0003636947,0.001026477,0.9032903,0.00005296351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007912766,0.9990577,0.00001708161,0.0002065412,0.00005989291,0.000005132866,0.00001652683,0.000001343795,0.0005565844],"genre_scores_gemma":[0.00144347,0.9981477,0.00009855445,0.000127558,0.00002155003,0.000004170649,0.00001781471,6.913114e-7,0.0001384874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5510674,"threshold_uncertainty_score":0.8926392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831923806444108,"score_gpt":0.3474913451019971,"score_spread":0.299172107037556,"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."}}