{"id":"W2461539788","doi":"10.1136/bmjopen-2016-011686","title":"Evaluation of the use of oseltamivir prophylaxis in the control of influenza outbreaks in long-term care facilities in Alberta, Canada: a retrospective provincial database analysis","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Health; Alberta Health Services","keywords":"Medicine; Oseltamivir; Outbreak; Confounding; Poisson regression; Emergency medicine; Public health; Infection control; Epidemiology; Environmental health; Intensive care medicine; Internal medicine; Virology; Disease; Coronavirus disease 2019 (COVID-19); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003314275,0.0001454602,0.0007092309,0.0003120656,0.0000318173,0.00001197502,0.0004777503,0.00005944277,0.00004454449],"category_scores_gemma":[0.00959363,0.00007141749,0.00008906397,0.0009809154,0.0002676868,0.0002490795,0.0003358918,0.0001851364,5.549784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009851116,"about_ca_system_score_gemma":0.003446191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9210657,"about_ca_topic_score_gemma":0.9944529,"domain_scores_codex":[0.9958487,0.001126422,0.000780397,0.0002628143,0.001733711,0.00024801],"domain_scores_gemma":[0.9971381,0.0006091877,0.0003393584,0.0008242357,0.001060604,0.00002845275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288502,0.0001184168,0.9856266,0.0002592495,0.0002786754,0.000008315356,0.008897711,0.0001488571,0.0007843028,0.00004471679,0.00003666066,0.002507991],"study_design_scores_gemma":[0.005069126,0.0001998096,0.9902872,0.0005653568,0.0002618595,6.032679e-7,0.001916644,0.0001848142,0.001379929,0.00001395563,0.00003851264,0.00008221417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874696,0.0001188599,0.000004536251,0.0003112737,0.00001943346,0.01094069,0.0008260318,0.000001021605,0.0003085956],"genre_scores_gemma":[0.9986766,0.000004495609,0.00001112742,0.00009549603,0.00001229676,0.001086322,0.00001078452,0.000007268408,0.00009559115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07338718,"threshold_uncertainty_score":0.998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442196645200061,"score_gpt":0.417841642310611,"score_spread":0.2736219777906049,"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."}}