{"id":"W4210509991","doi":"10.31219/osf.io/8wt37","title":"DECONTAMINATION INTERVENTIONS FOR THE REUSE OF SURGICAL MASK PERSONAL PROTECTIVE EQUIPMENT (PPE): A PROTOCOL FOR A SYSTEMATIC REVIEW","year":2020,"lang":"en","type":"review","venue":"","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Personal protective equipment; Reuse; Protocol (science); Psychological intervention; Coronavirus disease 2019 (COVID-19); Economic shortage; Medicine; Intensive care medicine; Population; Business; Risk analysis (engineering); Medical emergency; Waste management; Environmental health; Engineering; Nursing; Government (linguistics); Pathology","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":[0.02246182,0.004375736,0.0148944,0.0133464,0.002925491,0.005913975,0.003667233,0.004509093,0.04260665],"category_scores_gemma":[0.03975836,0.002824435,0.01534,0.01070269,0.00300619,0.00575961,0.003952908,0.003846459,0.004214245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151689,"about_ca_system_score_gemma":0.04613334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008536998,"about_ca_topic_score_gemma":0.02561212,"domain_scores_codex":[0.9876781,0.003740247,0.00471199,0.001196289,0.002030036,0.0006433195],"domain_scores_gemma":[0.9852825,0.005970016,0.004161521,0.0008482967,0.003291284,0.0004463023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005858174,0.00007237064,0.000222401,0.9738099,0.00159898,0.0001891934,0.0004295851,0.0002211538,0.0004877828,0.001234548,0.005499827,0.01564848],"study_design_scores_gemma":[0.004210188,0.0005596505,0.002011078,0.8945276,0.01549494,0.0003324929,0.0007391009,0.000297246,0.0006457166,0.002718128,0.07829625,0.0001676305],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001490786,0.05795302,0.003238289,0.001288152,0.0007592384,0.9222808,0.01066479,0.0001995353,0.002125422],"genre_scores_gemma":[0.0020395,0.0394116,0.006808158,0.001082007,0.00008454763,0.9470043,0.001918848,0.00002685813,0.001624148],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04260665,"threshold_uncertainty_score":0.1425334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3011377737944423,"score_gpt":0.5581400475659295,"score_spread":0.2570022737714872,"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."}}