{"id":"W3096431043","doi":"10.1017/ice.2020.1182","title":"Universal Masking to Prevent Nosocomial Respiratory Viral Infections in Malignant Hematology Inpatient Units","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Incidence (geometry); Hematology; Outbreak; Internal medicine; Masking (illustration); Infection control; Emergency medicine; Intensive care medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003016681,0.0002821632,0.0002491223,0.0003805272,0.0006414491,0.0005951214,0.0008936721,0.000336238,0.001158701],"category_scores_gemma":[0.01320156,0.0001655339,0.0004572105,0.0003917584,0.0004583902,0.0005029116,0.001564936,0.00048396,0.00008866853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080602,"about_ca_system_score_gemma":0.01177278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0576138,"about_ca_topic_score_gemma":0.09224431,"domain_scores_codex":[0.9979823,0.0007037479,0.000240211,0.0001562981,0.0003438249,0.0005736561],"domain_scores_gemma":[0.9930503,0.0009670225,0.003354792,0.0004702787,0.0006631844,0.001494395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00173876,0.002025438,0.7623293,0.001383843,0.000241857,0.0002611878,0.002691846,0.002347959,0.004819985,0.0005183428,0.005156407,0.216485],"study_design_scores_gemma":[0.0001352129,0.002341354,0.9873099,0.0005047825,0.0001131128,0.000111268,0.00100753,0.001491991,0.002470354,0.0001682768,0.004325648,0.00002067134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941131,0.001577441,0.0006375446,0.00156179,0.00006198839,0.0002819785,0.0001978009,0.00007696223,0.001491265],"genre_scores_gemma":[0.9973079,0.0005239261,0.001293718,0.0004302871,0.00004400175,0.0001287169,0.000105509,0.00000482859,0.0001612679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0576138,"threshold_uncertainty_score":0.1145569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027692276161088,"score_gpt":0.2945252491444262,"score_spread":0.2642483263828154,"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."}}