{"id":"W2297584298","doi":"","title":"Emergence of Oseltamivir-Resistant Influenza Viruses in Quebec, Canada, During the 2007-8 Influenza Season","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oseltamivir; Influenza season; Virology; Flu season; Pandemic; H5N1 genetic structure; Human mortality from H5N1; Influenza A virus; Geography; Virus; Medicine; Coronavirus disease 2019 (COVID-19); Vaccination; Influenza vaccine; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001090841,0.0004073665,0.0005417102,0.001249402,0.003564175,0.001854249,0.001722468,0.001005409,0.001694177],"category_scores_gemma":[0.001994969,0.0003872854,0.0004933423,0.002213291,0.0008512959,0.0007216732,0.0006939439,0.001251301,0.0001786847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04689673,"about_ca_system_score_gemma":0.04499108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967771,"about_ca_topic_score_gemma":0.9985038,"domain_scores_codex":[0.9990135,0.00007674925,0.00004737858,0.0001126652,0.000369839,0.0003798559],"domain_scores_gemma":[0.99712,0.0001173906,0.0004147085,0.0000378521,0.001657367,0.0006527322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000730811,0.00009163481,0.9752951,0.00009329247,0.00009132118,0.0003720917,0.003178903,0.0003542754,0.002592745,0.0002105026,0.004281683,0.0127076],"study_design_scores_gemma":[0.00001433557,0.00005682044,0.9944292,0.00003354436,0.000021626,0.00008295456,0.002334619,0.000403647,0.0001633571,0.000008840329,0.002435066,0.00001606533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893086,0.001824406,0.0001788461,0.001205044,0.00005136445,0.000109982,0.003958946,0.00002579195,0.003336919],"genre_scores_gemma":[0.9941811,0.0008853761,0.0002654585,0.0005843064,0.0000186435,0.00003005683,0.001604759,0.00001253157,0.00241785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04689673,"threshold_uncertainty_score":0.3402612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592196545033136,"score_gpt":0.3277381988127323,"score_spread":0.2818162333624009,"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."}}