{"id":"W2225389726","doi":"10.1016/j.vaccine.2015.09.083","title":"The case for ILI surveillance","year":2015,"lang":"en","type":"letter","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01588456,0.0009107062,0.002162911,0.001225993,0.008833308,0.007332789,0.003660899,0.1338046,0.01129333],"category_scores_gemma":[0.06067387,0.001707282,0.002912309,0.0008254081,0.009316268,0.01148941,0.006172545,0.1044476,0.004459482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006975221,"about_ca_system_score_gemma":0.01230651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009501576,"about_ca_topic_score_gemma":0.0193428,"domain_scores_codex":[0.9828255,0.00687647,0.002184132,0.002264711,0.002962303,0.002886884],"domain_scores_gemma":[0.9598632,0.01733834,0.002621591,0.001978656,0.005115931,0.01308236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006961828,0.00009534175,0.003899061,0.0001637616,0.00005591207,0.008649638,0.0008755708,0.0001142592,0.0005543906,0.008828353,0.9613648,0.01532925],"study_design_scores_gemma":[0.0002036283,0.0002051567,0.003934854,0.00208251,0.00008929444,0.00879026,0.003664628,0.0007340066,0.0003193672,0.03243367,0.947322,0.0002206697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003436312,0.0007965965,0.00009115286,0.9899365,0.007132386,0.000009853205,0.00001062938,0.00001130541,0.001667885],"genre_scores_gemma":[0.002423472,0.0003897029,0.0003095666,0.9783458,0.01698958,0.00002504114,0.000009784925,0.00001024285,0.001496757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1338046,"threshold_uncertainty_score":0.08400661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067448625576018,"score_gpt":0.3914443835705983,"score_spread":0.2846995210129966,"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."}}