{"id":"W3109582809","doi":"10.1097/der.0000000000000699","title":"Facial Personal Protective Equipment: Materials, Resterilization Methods, and Management of Occupation-Related Dermatoses","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Personal protective equipment; Irritant contact dermatitis; Contact dermatitis; Allergic contact dermatitis; Dermatology; Occupational Dermatitis; Coronavirus disease 2019 (COVID-19); Allergy; Infectious disease (medical specialty); Disease; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006799806,0.0004535118,0.0004010513,0.001509005,0.0002231113,0.00062627,0.0003851945,0.0005433347,0.001692211],"category_scores_gemma":[0.001275095,0.0001007998,0.0005828128,0.0006749794,0.0003604345,0.0007527769,0.0002628659,0.0003982401,0.0004706305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003890206,"about_ca_system_score_gemma":0.0005638806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278709,"about_ca_topic_score_gemma":0.002024127,"domain_scores_codex":[0.9994292,0.000144235,0.0001020577,0.00005537962,0.0002284519,0.00004069042],"domain_scores_gemma":[0.9994187,0.0002453394,0.0001871242,0.00001455656,0.0001142115,0.00001998917],"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":[0.0001479758,0.000107579,0.006826801,0.01821346,0.0001392117,0.001506824,0.000275611,0.0003147853,0.00669816,0.001011023,0.005897799,0.9588607],"study_design_scores_gemma":[0.00006173233,0.001767939,0.1149432,0.04243825,0.001028024,0.06137501,0.002035898,0.001006754,0.02253856,0.002495851,0.7502033,0.0001054052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01135211,0.9829486,0.0007982943,0.0006693298,0.0002188243,0.00002455288,0.0000297786,0.00001752779,0.003940886],"genre_scores_gemma":[0.0697967,0.9245865,0.002587586,0.0004482069,0.0003716625,0.00002930663,0.00007345949,0.000007027495,0.00209951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001692211,"threshold_uncertainty_score":0.005661011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580394041706082,"score_gpt":0.3120529432550724,"score_spread":0.2862490028380116,"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."}}