{"id":"W122553762","doi":"10.1186/2047-2994-2-s1-p41","title":"P041: Trends in antiviral use in hospitalized patients following the 2009 influenza pandemic in Canada","year":2013,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Ottawa; McGill University; University of Toronto; Public Health Agency of Canada; University of Saskatchewan; University of Alberta","funders":"","keywords":"Pandemic; Medicine; Antiviral treatment; Medical microbiology; Pandemic influenza; Coronavirus disease 2019 (COVID-19); Influenza pandemic; Human mortality from H5N1; Antiviral drug; Influenza A virus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antiviral therapy; H1n1 pandemic; Oseltamivir; Young adult; 2019-20 coronavirus outbreak; Emergency medicine; Virology; Virus; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004759169,0.0002364235,0.0003793694,0.0009421266,0.00130069,0.001145098,0.001169069,0.0007370766,0.00208904],"category_scores_gemma":[0.003007693,0.0002430465,0.0006665146,0.003341319,0.0003826372,0.0004556526,0.0005323823,0.001125637,0.000231264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786068,"about_ca_system_score_gemma":0.02350199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990001,"about_ca_topic_score_gemma":0.9919131,"domain_scores_codex":[0.9991411,0.0000534486,0.00008277041,0.0001188907,0.0002947704,0.0003089362],"domain_scores_gemma":[0.996949,0.000165362,0.0007709758,0.00005791077,0.001484409,0.0005723999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050721,0.00003917941,0.9927449,0.00003722676,0.00007138889,0.00004576551,0.0002032577,0.0001214512,0.0001755317,0.00005929555,0.00170564,0.004591169],"study_design_scores_gemma":[0.000007767127,0.00001855805,0.9988901,0.00002290217,0.0000226703,0.00002933252,0.0003128909,0.0001778729,0.00005536168,0.000007797958,0.0004491776,0.000005447466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851762,0.001507208,0.0000738447,0.001168726,0.00002968899,0.00002755162,0.009750017,0.0000133745,0.002253217],"genre_scores_gemma":[0.9949399,0.0007776037,0.0001007461,0.0002606336,0.00001339296,0.00001164847,0.003041493,0.000006770417,0.0008477381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786068,"threshold_uncertainty_score":0.1295889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052472921479136,"score_gpt":0.2891226309283939,"score_spread":0.2685979017136025,"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."}}