{"id":"W3096808450","doi":"10.1017/ice.2020.490","title":"Infection Prevention and Control for 2019 Novel Coronavirus (2019 nCoV) in Acute Healthcare Settings: The Canadian Response","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; Public Health Agency of Canada","funders":"","keywords":"Interim; Infection control; Health care; Public health; Guideline; Government (linguistics); Medicine; Context (archaeology); Transmission (telecommunications); Environmental health; Nursing; Intensive care medicine; Political science; Geography","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":[0.004131497,0.0002049768,0.0005417997,0.0001586716,0.0007472055,0.00001721715,0.00006478546,0.0003141788,0.00002024738],"category_scores_gemma":[0.002472297,0.0001601244,0.00009216088,0.0001326939,0.0001033411,0.0001783803,0.00004696829,0.0005078205,0.00003343014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116776,"about_ca_system_score_gemma":0.0003125376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1202073,"about_ca_topic_score_gemma":0.1921437,"domain_scores_codex":[0.9959602,0.002223872,0.000705925,0.0004352678,0.00006591734,0.0006088204],"domain_scores_gemma":[0.995631,0.00344081,0.0003580242,0.0001612733,0.0001176004,0.0002912731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01442013,0.0001785193,0.8450422,0.0005039572,0.0006171531,0.00001110342,0.008076398,0.0002394653,0.0006323296,0.02049904,0.03623074,0.07354902],"study_design_scores_gemma":[0.006605924,0.001811124,0.7800835,0.00007332108,0.0001083492,0.000004982844,0.0002457259,0.003193052,5.807249e-7,0.001946289,0.2057353,0.0001918493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6992951,0.001247253,0.03788975,0.2538256,0.001319972,0.005785741,0.0003293555,0.0001053195,0.0002018831],"genre_scores_gemma":[0.9564641,0.0004060508,0.00008461851,0.04163641,0.0002096516,0.0008182886,0.00004029827,0.00002056715,0.0003200853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571689,"threshold_uncertainty_score":0.8856513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482785425521508,"score_gpt":0.4128954805390499,"score_spread":0.3480676262838348,"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."}}