{"id":"W2982447288","doi":"10.1186/s13054-019-2616-1","title":"Preparing intensive care for the next pandemic influenza","year":2019,"lang":"en","type":"review","venue":"Critical Care","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Pandemic; Influenza A virus subtype H5N1; Influenza pandemic; Medicine; Intensive care; Human mortality from H5N1; Antigenic drift; Pandemic influenza; Virology; Influenza A virus; Intensive care medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Virus; Infectious disease (medical specialty); Disease","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":[0.003650145,0.00038762,0.0003347592,0.0005823455,0.001928964,0.002782273,0.001135906,0.001782396,0.009111678],"category_scores_gemma":[0.01274806,0.0001453942,0.0003211296,0.0003773043,0.001034272,0.001860805,0.002359574,0.005241867,0.003779455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562589,"about_ca_system_score_gemma":0.01088646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727973,"about_ca_topic_score_gemma":0.003204889,"domain_scores_codex":[0.99878,0.0005806132,0.0000681895,0.0001008279,0.0003110455,0.0001593285],"domain_scores_gemma":[0.9927261,0.001180358,0.0006309382,0.0002642537,0.00203715,0.003161251],"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":[0.0001504566,0.0006163087,0.00813393,0.001370791,0.00005698459,0.0003731948,0.001254724,0.0003525574,0.002117521,0.01151536,0.563306,0.4107523],"study_design_scores_gemma":[0.0001649732,0.001166363,0.02038667,0.006026752,0.00009160905,0.0006249978,0.005901541,0.0003879393,0.002221982,0.02061108,0.9423481,0.00006806586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02774301,0.08102448,0.0108979,0.7581563,0.03666953,0.001162088,0.0004455882,0.0005345723,0.08336653],"genre_scores_gemma":[0.2617013,0.2990281,0.1035964,0.2425718,0.05344328,0.003337231,0.001774425,0.0002777354,0.03426974],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009111678,"threshold_uncertainty_score":0.03048158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4423415508402224,"score_gpt":0.5444196277247224,"score_spread":0.1020780768845,"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."}}