{"id":"W3167549271","doi":"10.1016/j.jaip.2021.03.013","title":"Time for Action on Cleaning and Disinfecting Agents","year":2021,"lang":"en","type":"letter","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Action (physics); Cleaning agent; Business; Environmental science; Chemistry; Physics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002311685,0.0001943029,0.0005288924,0.0001210845,0.0002101496,0.00002713854,0.0001493277,0.001235334,0.0002507747],"category_scores_gemma":[0.006158159,0.0001354432,0.0001272202,0.00008979114,0.0004226474,0.0002023261,0.00009194054,0.00339406,0.00003325547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003189013,"about_ca_system_score_gemma":0.00009003736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001793747,"about_ca_topic_score_gemma":0.00001531533,"domain_scores_codex":[0.996151,0.002387616,0.0009447964,0.0002168249,0.00006184426,0.0002379353],"domain_scores_gemma":[0.9888309,0.009565666,0.001184638,0.0001796719,0.0002191527,0.00002001839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01480899,0.00147191,0.0004568871,0.0001408829,0.02711989,0.0004417748,0.001815415,0.00004033962,0.003951209,0.0006072266,0.813178,0.1359674],"study_design_scores_gemma":[0.003288614,0.00183234,0.003314245,0.0003665534,0.001074294,0.001973918,0.001210805,0.00002669549,0.00008095019,0.0002109549,0.9864248,0.0001958169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2328847,0.01559575,0.0008055904,0.7354894,0.01127727,0.0006043013,0.00001240146,0.00003957598,0.003290973],"genre_scores_gemma":[0.03362738,0.1140515,0.0002284529,0.8422591,0.003056688,0.00001583129,0.000268105,0.0001075344,0.006385419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1992573,"threshold_uncertainty_score":0.9989051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05842988472450807,"score_gpt":0.3770028226286729,"score_spread":0.3185729379041649,"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."}}