{"id":"W2914582688","doi":"10.1093/cid/ciz115","title":"Reply to Skowronski, De Serres, and Orenstein","year":2019,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Institute for Clinical Evaluative Sciences","funders":"Centers for Disease Control and Prevention","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":[0.00620721,0.0008492938,0.001593664,0.001159687,0.004480446,0.00425433,0.001949698,0.05813387,0.006608559],"category_scores_gemma":[0.03357074,0.001008453,0.0009165092,0.0009479897,0.002952426,0.003872688,0.002043291,0.03466719,0.00554178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004040284,"about_ca_system_score_gemma":0.005036431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891341,"about_ca_topic_score_gemma":0.01186799,"domain_scores_codex":[0.9964437,0.001143138,0.0005323688,0.0004423482,0.0009146474,0.0005238376],"domain_scores_gemma":[0.9847506,0.009059717,0.00107529,0.000471466,0.002160773,0.002482113],"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":[0.00004471152,0.0000115321,0.0002791493,0.00003415249,0.000007330326,0.0003409543,0.00006648681,0.00000970528,0.00003047593,0.0007388995,0.9966227,0.001813753],"study_design_scores_gemma":[0.0002044493,0.00005952152,0.002327538,0.0006225882,0.0000526437,0.00136285,0.0009600429,0.0002518331,0.0002169314,0.007790389,0.986046,0.0001052369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001353169,0.001083193,0.00002808246,0.9788815,0.01884984,0.000005725552,0.00003742013,0.000009714622,0.0009691858],"genre_scores_gemma":[0.001480115,0.000611336,0.0000654825,0.969278,0.0255476,0.00002194979,0.000016842,0.00001022124,0.002968468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05813387,"threshold_uncertainty_score":0.03282726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09862653819343707,"score_gpt":0.4434890656315101,"score_spread":0.3448625274380731,"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."}}