{"id":"W169347915","doi":"10.1155/2015/371840","title":"Guidance on The Use of Antiviral Drugs for Influenza in Acute Care Facilities in Canada, 2014‐2015","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; SickKids Foundation; University of Toronto; University of Manitoba; Kingston General Hospital; Queen's University; Hospital for Sick Children; University of British Columbia","funders":"Association of Medical Microbiology and Infectious Disease Canada; BioCryst; F. Hoffmann-La Roche","keywords":"Influenza season; Medicine; Antiviral treatment; Seasonal influenza; Acute care; Influenza vaccine; Health care; Flu season; Intensive care medicine; Virology; Coronavirus disease 2019 (COVID-19); Vaccination; Infectious disease (medical specialty); Virus; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005477869,0.000969104,0.0009000414,0.003421929,0.003406154,0.002215893,0.003962891,0.004361009,0.008972941],"category_scores_gemma":[0.02386567,0.001006941,0.002223733,0.003202141,0.001536611,0.001012468,0.001512263,0.004419518,0.002499979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03964908,"about_ca_system_score_gemma":0.1969116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685376,"about_ca_topic_score_gemma":0.9858937,"domain_scores_codex":[0.9892153,0.001743604,0.001561681,0.0003037741,0.005701475,0.001474179],"domain_scores_gemma":[0.9670693,0.003357023,0.001733072,0.0002622481,0.0244811,0.003097298],"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":[0.00007769618,0.00008359976,0.004648089,0.0007620488,0.00004414078,0.0001784727,0.0004384297,0.0006360344,0.0003560491,0.001609137,0.9286096,0.06255663],"study_design_scores_gemma":[0.0001663875,0.0001016541,0.03841247,0.005606941,0.0001378087,0.0002771236,0.0008039849,0.0004425885,0.0005448275,0.0008166255,0.9525481,0.0001415098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01481929,0.1042835,0.009755792,0.4318959,0.01505821,0.004642071,0.06895106,0.002364603,0.3482296],"genre_scores_gemma":[0.1337163,0.1802308,0.1163813,0.3223641,0.003681583,0.005109763,0.04210212,0.0008403254,0.1955737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03964908,"threshold_uncertainty_score":0.2876756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201320711770933,"score_gpt":0.3136549792419668,"score_spread":0.2716417721242574,"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."}}