{"id":"W2170530759","doi":"10.1093/jac/dkt496","title":"Effectiveness of neuraminidase inhibitors in preventing hospitalization during the H1N1 influenza pandemic in British Columbia, Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Medicine; Pandemic; Context (archaeology); Neuraminidase inhibitor; Oseltamivir; Zanamivir; Neuraminidase; Cohort; Population; Cohort study; Medical prescription; Proportional hazards model; Internal medicine; Demography; Pediatrics; Coronavirus disease 2019 (COVID-19); Virus; Virology; Environmental health","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":[0.001026621,0.0003132961,0.0004413297,0.000515848,0.0009917066,0.0007864899,0.001119616,0.0003834566,0.001262875],"category_scores_gemma":[0.003417758,0.0002064804,0.0004218151,0.001008112,0.0003972071,0.0001741752,0.0004855937,0.0005997516,0.0001077299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02142091,"about_ca_system_score_gemma":0.03142527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895677,"about_ca_topic_score_gemma":0.9949507,"domain_scores_codex":[0.9991561,0.0001736914,0.00006709096,0.0001027196,0.00022472,0.0002756873],"domain_scores_gemma":[0.9978072,0.0002324732,0.0003492444,0.00005555836,0.0008565154,0.0006989542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002885906,0.0002723738,0.9224378,0.000363475,0.0005398006,0.0001637,0.0002995426,0.002211072,0.0005218106,0.0002107526,0.005770714,0.06432299],"study_design_scores_gemma":[0.0002396708,0.0002595425,0.9941422,0.0001943327,0.0003341879,0.00008399425,0.00037985,0.001934523,0.0002354965,0.00004894583,0.002125382,0.00002188185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824454,0.008573201,0.0001502354,0.001378397,0.00004453376,0.00007219792,0.003162838,0.00002544295,0.004147789],"genre_scores_gemma":[0.9956946,0.002314859,0.000199555,0.0002162206,0.00001096042,0.00001526635,0.0007967739,0.000004358215,0.0007473757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142091,"threshold_uncertainty_score":0.1554203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083718060203577,"score_gpt":0.2748261026528727,"score_spread":0.263988922050837,"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."}}