{"id":"W4377027382","doi":"10.20944/preprints202305.0968.v1","title":"Wearing Face Masks as a Potential Source for Inhalation and Oral Uptake of Inanimate Toxins: a Scoping Review","year":2023,"lang":"en","type":"review","venue":"Preprints.org","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trusted Positioning (Canada)","funders":"","keywords":"Face masks; Acrolein; Respirator; Population; Environmental chemistry; Phthalate; Coronavirus disease 2019 (COVID-19); Environmental science; Toxicology; Environmental health; Chemistry; Medicine; Biology; Organic chemistry; 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":[0.0009619445,0.0002352889,0.001316895,0.0001779179,0.00007629769,0.00001007062,0.00006865535,0.0001974918,0.0001179488],"category_scores_gemma":[0.0006318106,0.0002113845,0.0003823621,0.0002285344,0.00002679583,0.0000873825,0.0001397,0.0002262346,0.0002197771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006303634,"about_ca_system_score_gemma":0.0001861022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003167664,"about_ca_topic_score_gemma":0.000004755397,"domain_scores_codex":[0.9982188,0.00008019566,0.0008893205,0.0004263993,0.000193938,0.0001913444],"domain_scores_gemma":[0.9988214,0.00006933753,0.0006007041,0.000303819,0.0001375806,0.00006716232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005990634,0.00005586352,0.001320253,0.4653073,0.0003582521,0.000005444804,0.000102193,0.000011112,0.00008891684,0.00007899314,0.000009667743,0.5326021],"study_design_scores_gemma":[0.001207282,0.0001321689,0.004044573,0.8177389,0.004129913,0.0001622398,0.00002158475,0.0006028902,0.00008133351,0.000052982,0.171449,0.0003771456],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001586641,0.9890319,0.003866861,0.00006103221,0.0001773417,0.004809375,0.000006682912,0.0001227778,0.0003373644],"genre_scores_gemma":[0.004288912,0.9937143,0.00009923428,0.00005189088,0.000130672,0.0003650613,0.00008014956,0.00005299234,0.001216748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.532225,"threshold_uncertainty_score":0.862001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.224572770546698,"score_gpt":0.4480493081947433,"score_spread":0.2234765376480453,"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."}}