{"id":"W3041394485","doi":"10.1016/j.jhin.2020.07.007","title":"Decontamination interventions for the reuse of surgical mask personal protective equipment: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Impact; Children's Hospital of Eastern Ontario; McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Personal protective equipment; Human decontamination; Reuse; Infection control; Coronavirus disease 2019 (COVID-19); MEDLINE; Intensive care medicine; Nursing; Waste management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510453,0.0002464712,0.002309001,0.0002706298,0.00009744496,0.0000287746,0.0001156036,0.0001720884,0.00004986319],"category_scores_gemma":[0.002447549,0.0001422502,0.003296201,0.0003631955,0.00003812862,0.0002083693,0.00003709833,0.0005072533,0.000008584509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906119,"about_ca_system_score_gemma":0.0002365016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006361687,"about_ca_topic_score_gemma":0.000002169759,"domain_scores_codex":[0.9971371,0.0002855124,0.001930985,0.0001552755,0.0003683439,0.0001227887],"domain_scores_gemma":[0.9946916,0.0005482803,0.003566934,0.0001917305,0.0009272441,0.00007424299],"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":[0.00006657238,0.0003490165,0.000009559322,0.9212264,0.001694153,0.00001446222,0.0001338337,6.950468e-7,3.030095e-7,0.00009894615,0.0006019098,0.07580416],"study_design_scores_gemma":[0.001126922,0.004563847,0.00004121347,0.8370215,0.02208013,0.001209758,0.00002744026,0.0001523689,0.000002410626,0.00004194802,0.1335755,0.0001569273],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001053895,0.9706412,0.02143193,0.0006568283,0.0009429601,0.006242712,0.00001969424,0.00001402855,0.00004010371],"genre_scores_gemma":[0.001431021,0.9972372,0.00005026471,0.0000284266,0.0005686057,0.0005271796,0.00002839024,0.00002894703,0.00009994025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1329736,"threshold_uncertainty_score":0.5800793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915906396975509,"score_gpt":0.3768287947525201,"score_spread":0.327669730782765,"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."}}