{"id":"W2890381810","doi":"10.14745/ccdr.v44i09a03","title":"Influenza outbreaks in Ontario hospitals, 2012–2016","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Public Health Ontario; University of Toronto","funders":"","keywords":"Outbreak; Case fatality rate; Medicine; Attack rate; Pneumonia; Influenza A virus; Veterinary medicine; Epidemiology; Demography; Emergency medicine; Virology; Internal medicine; Virus","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":[0.0004623391,0.0004254338,0.0002622471,0.001219758,0.00176308,0.0009843801,0.000673851,0.0002763444,0.002001229],"category_scores_gemma":[0.002316809,0.0003366232,0.000452057,0.00265685,0.0004050026,0.0005125578,0.0009582621,0.0004075842,0.0002160026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02248839,"about_ca_system_score_gemma":0.0209092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9678375,"about_ca_topic_score_gemma":0.9804077,"domain_scores_codex":[0.999169,0.00003931946,0.00009181926,0.0001055242,0.0003673625,0.000227025],"domain_scores_gemma":[0.9970216,0.00009751615,0.001134224,0.0000703753,0.0011841,0.0004920866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992569,0.00001717478,0.9873949,0.0001831074,0.00005874608,0.0002223079,0.001083852,0.000172266,0.0004992862,0.00004269281,0.004832535,0.005293855],"study_design_scores_gemma":[0.000004808728,0.00001323904,0.9978263,0.00002487747,0.000009966861,0.00004701078,0.0004868608,0.00006791105,0.00004752249,0.000004861914,0.001463048,0.000003573806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548677,0.002347697,0.0002389318,0.0009044531,0.00006193233,0.0002116655,0.03285704,0.00005724898,0.008453347],"genre_scores_gemma":[0.9814479,0.001721166,0.0002888423,0.000188274,0.00004870079,0.00008745142,0.01349227,0.00001099695,0.002714387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03216255,"threshold_uncertainty_score":0.1631655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677157722005864,"score_gpt":0.3383511822694052,"score_spread":0.2815796050493466,"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."}}