{"id":"W3113245644","doi":"10.3138/jammi-2020-11-02","title":"2020–2021 AMMI Canada guidance on the use of antiviral drugs for influenza in the setting of co-circulation of seasonal influenza and SARS-CoV-2 viruses in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Hospital for Sick Children; Health Sciences Centre; Dalhousie University; SickKids Foundation; University of Toronto; Montreal Children's Hospital; University of Manitoba; McGill University Health Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Seasonal influenza; Coronavirus disease 2019 (COVID-19); Circulation (fluid dynamics); 2019-20 coronavirus outbreak; Medicine; Influenza A virus subtype H5N1; Virus; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003865884,0.0007967884,0.0008196099,0.001806607,0.002761908,0.002649261,0.003094016,0.006099181,0.02724279],"category_scores_gemma":[0.01304187,0.0007195264,0.001687382,0.001524342,0.001498681,0.001152111,0.001153543,0.005963394,0.00856292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02302786,"about_ca_system_score_gemma":0.1422526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9216451,"about_ca_topic_score_gemma":0.9728153,"domain_scores_codex":[0.9946169,0.0006038564,0.0004160647,0.0001982277,0.003165285,0.0009996315],"domain_scores_gemma":[0.9764691,0.00140236,0.0006875056,0.0001934318,0.01817192,0.003075681],"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":[0.0000379015,0.00005304041,0.0007560573,0.0001247007,0.000009915659,0.0001154813,0.00008515957,0.0001500454,0.000273709,0.001032392,0.9664249,0.03093666],"study_design_scores_gemma":[0.00004379973,0.00003489033,0.003828058,0.0004727077,0.00002207777,0.0001460306,0.0001071884,0.0001159873,0.0001771212,0.0003717689,0.9946473,0.00003307742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004672078,0.05531619,0.005439491,0.3803951,0.02490268,0.002437188,0.0309773,0.001363054,0.4944969],"genre_scores_gemma":[0.03938668,0.08030054,0.03440698,0.2873646,0.004939899,0.001635214,0.02315554,0.0006920723,0.5281185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0783549,"threshold_uncertainty_score":0.1670796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150041243105677,"score_gpt":0.3117417210998511,"score_spread":0.2802413086687943,"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."}}