{"id":"W4214643934","doi":"10.3138/jammi-2022-01-31","title":"2021–2022 AMMI Canada guidance on the use of antiviral drugs for influenza in the COVID-19 pandemic setting in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre; Hospital for Sick Children; Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre; Dalhousie University; SickKids Foundation; University of Toronto; Montreal Children's Hospital; University of Manitoba","funders":"","keywords":"Oseltamivir; Zanamivir; Pandemic; Medicine; Neuraminidase inhibitor; Guideline; Coronavirus disease 2019 (COVID-19); Virology; Dosing; Neuraminidase; Influenza season; Intensive care medicine; Seasonal influenza; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infectious disease (medical specialty); Virus; Disease; Pharmacology; Internal medicine; Influenza vaccine; Pathology","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":[0.003520045,0.0008020316,0.0008471955,0.002082268,0.003104051,0.002867823,0.002917486,0.005750598,0.02412023],"category_scores_gemma":[0.01510763,0.0007172471,0.001846322,0.00160641,0.001473906,0.001278849,0.001326282,0.006235509,0.007493543],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02357816,"about_ca_system_score_gemma":0.1477773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9284129,"about_ca_topic_score_gemma":0.9737099,"domain_scores_codex":[0.9938911,0.00077406,0.0006198983,0.0002335473,0.003376834,0.001104525],"domain_scores_gemma":[0.9788749,0.001574577,0.0007644848,0.0001654813,0.01614838,0.002472256],"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":[0.0000279492,0.00003882961,0.0008498777,0.000175446,0.00001108854,0.0001241472,0.0001074759,0.0001484176,0.0001753476,0.001269294,0.9653688,0.03170326],"study_design_scores_gemma":[0.00005656054,0.00003169565,0.004931793,0.001201439,0.00003156317,0.0002083718,0.0001615577,0.0001379263,0.000176639,0.0005477602,0.9924698,0.00004476949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004158078,0.07097826,0.004756339,0.4445068,0.01925082,0.001804687,0.02623279,0.001073542,0.4272386],"genre_scores_gemma":[0.05161764,0.1203347,0.03842605,0.4087118,0.005794026,0.001873347,0.02392652,0.0007528274,0.348563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9764218,"threshold_uncertainty_score":0.1710724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141281296684963,"score_gpt":0.3132185179989176,"score_spread":0.281805705032068,"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."}}