{"id":"W2133400164","doi":"10.1097/ccm.0b013e3181cbaf34","title":"Influenza epidemiology—past, present, and future","year":2010,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Epidemiology; Medicine; Human mortality from H5N1; Influenza pandemic; Disease; Intensive care; Transmission (telecommunications); Population; Intensive care medicine; Incidence (geometry); Influenza A virus; Virology; Environmental health; Virus; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Pathology","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":[0.001469062,0.0007553448,0.001540251,0.002362223,0.0003153341,0.00137511,0.0008407075,0.001421537,0.001942924],"category_scores_gemma":[0.001701207,0.0004006132,0.0005095216,0.003494072,0.0009340005,0.003179677,0.0007069694,0.00119564,0.0009700389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670951,"about_ca_system_score_gemma":0.002703818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245239,"about_ca_topic_score_gemma":0.009096536,"domain_scores_codex":[0.9996608,0.00009356918,0.0000598107,0.00005655612,0.000101,0.00002813462],"domain_scores_gemma":[0.9991819,0.0003467595,0.0001353969,0.00002286411,0.0002496967,0.00006334176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001415063,0.0000583715,0.0009316028,0.0195022,0.0001302686,0.0001644656,0.0001311833,0.0005067621,0.0005048726,0.004512008,0.03441812,0.9389987],"study_design_scores_gemma":[0.00003118021,0.0001312666,0.004590464,0.01555679,0.0002004934,0.001313489,0.0004182326,0.0001809784,0.0001839396,0.005249779,0.9721044,0.00003892652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005266749,0.9990639,0.00001747169,0.0005456167,0.00009907332,7.630048e-7,0.000003864513,0.000001136719,0.0002155538],"genre_scores_gemma":[0.0005301,0.9989843,0.00004258594,0.0001786896,0.0001598299,0.000001386677,0.000005101988,3.138734e-7,0.00009761666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005245239,"threshold_uncertainty_score":0.0121237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2561894070743987,"score_gpt":0.5396365792267347,"score_spread":0.2834471721523359,"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."}}