{"id":"W4411598149","doi":"10.36584/cjic.2021.002.03.97.100","title":"Epidemiology of viral respiratory infections and preventative measures in high-acuity units","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Respiratory system; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006855077,0.0003626755,0.0003728918,0.001277206,0.001081203,0.0009290875,0.0007152778,0.00049026,0.001330322],"category_scores_gemma":[0.004227629,0.0005451576,0.0003004823,0.001654869,0.0008305142,0.0005713143,0.001019383,0.0006695856,0.0001678578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279814,"about_ca_system_score_gemma":0.002488531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113439,"about_ca_topic_score_gemma":0.1497377,"domain_scores_codex":[0.9981354,0.0004601719,0.0002619359,0.000195785,0.0004798937,0.0004667911],"domain_scores_gemma":[0.9952187,0.000548626,0.002448536,0.0001060309,0.0005810281,0.001097181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001469397,0.00001095099,0.9989688,0.000011947,0.000009151734,0.000177857,0.0001816995,0.00001843024,0.00007576914,0.00001131051,0.00005637674,0.0004631182],"study_design_scores_gemma":[0.000002090565,0.00007556464,0.9984357,0.00001969215,0.000003846154,0.0005055891,0.0007513579,0.00004928789,0.00003146871,0.00000562774,0.0001166355,0.000003205574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984813,0.0007950859,0.00005900671,0.00008403997,0.000006075881,0.00001950051,0.0001658779,0.000004431813,0.0003846895],"genre_scores_gemma":[0.9991992,0.0003816746,0.0001055344,0.0000712583,0.00001149877,0.00001170717,0.0001504785,0.000001454793,0.00006712195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113439,"threshold_uncertainty_score":0.2255574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960037340066532,"score_gpt":0.3419407727986612,"score_spread":0.2823403993979959,"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."}}