{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006350866,0.000229007,0.0007448414,0.0003113141,0.0001468138,0.00001017144,0.00003834036,0.0002696633,0.00005997996],"category_scores_gemma":[0.002113797,0.0002143494,0.0001233739,0.0004120787,0.0000930768,0.0001540856,0.00005522862,0.000408987,0.00005277181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430985,"about_ca_system_score_gemma":0.0001138742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005182259,"about_ca_topic_score_gemma":0.000179755,"domain_scores_codex":[0.9977637,0.0004962197,0.0007783813,0.0004734005,0.00008897204,0.0003993376],"domain_scores_gemma":[0.9986888,0.0004392365,0.000236255,0.0001336915,0.000184533,0.0003175244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005900115,0.0003564682,0.9760258,0.00005208568,0.0001087324,0.00004120036,0.0004842627,0.002751154,0.0007447187,0.01003765,0.0008109258,0.007997029],"study_design_scores_gemma":[0.008776375,0.008167682,0.9006606,0.0001233243,0.0001783891,0.0001571614,0.00008053477,0.02011884,0.0001933462,0.0006583584,0.06041497,0.0004704009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200099,0.0002386055,0.06226282,0.01456942,0.0008480813,0.00123786,0.00001030457,0.0001532342,0.0006697414],"genre_scores_gemma":[0.9893972,0.00004214797,0.0000815945,0.00985765,0.0004441368,0.0001178663,0.00001476345,0.00001874358,0.00002593752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07536515,"threshold_uncertainty_score":0.8740917,"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."}}